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Efficient Large Scale DLRM Implementation on Heterogeneous Memory Systems

Mark Hildebrand, Jason Lowe-Power, Venkatesh Akella High Performance Computing: 38th International Conference, ISC High Performance 2023.

HammerSim: A Tool to Model Rowhammer

Kaustav Goswami, Ayaz Akram, Hari Venugopalan, Jason Lowe-Power, Young Architect Workshop at ASPLOS 2023.

Validating gem5’s Memory Components

Mahyar Samani, Jason Lowe-Power, gem5 workshop at ISCA 2022.

Rethinking the Management Techniques in Emerging Memory Systems

Maryam Babaie, Ayaz Akram, Jason Lowe-Power MICRO 2022: The 8th CWIDCA Workshop.

Toward High-Fidelity Heterogeneous Memory System Modeling in gem5

Maryam Babaie, Ayaz Akram, Jason Lowe-Power ModSim 2022: Workshop on Modeling & Simulation of Systems and Applications

A Cycle-level Unified DRAM Cache Controller Model in gem5

Maryam Babaie, Ayaz Akram, Jason Lowe-Power ISCA 2022: The 4th gem5 Tutorial and User’s Workshop.

SoK: Limitations of Confidential Computing via TEEs for High-Performance Compute Systems

Ayaz Akram, Venkatesh Akella, Sean Peisert, Jason Lowe-Power. IEEE International Symposium on Secure and Private Execution Environment Design (SEED) 2022.

Modeling HBM2 Memory Controller

Ayaz Akram, Maryam Babaie, Wendy Elsasser, Jason Lowe-Power. The 4th gem5 Users’ Workshop associated with ISCA 2022.

LLM: Realizing Low-Latency Memory by Exploiting Embedded Silicon Photonics for Irregular Workloads

Marjan Fariborz, Mahyar Samani, Pouya Fotouhi, Roberto Proietti, Il-min yi, Venkatesh Akella, Jason Lowe-Power, Samuel Palermo, S. J. Ben Yoo ISC-HPC 2022.

HTA: A Scalable High-Throughput Accelerator for Irregular HPC Workloads

Pouya Fotouhi, Marjan Fariborz, Roberto Proietti, Jason Lowe-Power, Venkatesh Akella, S. J. Ben Yoo ISC-HPC 2021.

Enabling Design Space Exploration for RISC-V Secure Compute Environments

Ayaz Akram, Venkatesh Akella, Sean Peisert, Jason Lowe-Power. Fifth Workshop on Computer Architecture Research with RISC-V (CARRV 2021). With ISCA 2021.

Performance Analysis of Scientific Computing Workloads on General Purpose TEEs

Ayaz Akram, Anna Giannakou, Venkatesh Akella, Jason Lowe-Power, Sean Peisert. 35th IEEE International Parallel & Distributed Processing Symposium (IPDPS ...

How to develop a bad research tool

Jason Lowe-Power. 2021 Workshop on Negative results, Opportunities, Perspectives, and Experiences (NOPE 2021). Held with ASPLOS. 2021

A Case Against Hardware Managed DRAM Caches for NVRAM based Systems

Best paper nominee Mark Hildebrand, Julian T. Angeles, Jason Lowe-Power, Venkatesh Akella 2021 IEEE International Symposium on Performance Analysis of System...

Enabling reproducible and agile full-system simulation

Best paper nominee Bobby R. Bruce, Ayaz Akram, Hoa Nguyen, Kyle Roarty, Mahyar Samani, Marjan Fariborz, Trivikram Reddy, Matthew D. Sinclair, Jason Lowe-Powe...

Investigating Hardware Caches for Terabyte-scale NVDIMMs

Julian T. Angeles, Mark Hildebrand, Venkatesh Akella, Jason Lowe-Power 12TH Annual Non-volatile Memories Workshop (NVMW 2021) 2021.

HCAPP: Scalable Power Control for Heterogeneous 2.5D Integrated Systems

Kramer Straube, Jason Lowe-Power, Christopher Nitta, Matthew Farrens, Venkatesh Akella. ICPP 2020.

AutoTM: Automatic Tensor Movement in Heterogeneous Memory Systems using Integer Linear Programming

Mark Hildebrand, Jason Lowe-Power, Venkatesh Akella 25th International Conference on Architectural Support for Programming Languages and Operating Systems (...

Using Trusted Execution Environments on High Performance Computing Platforms

Ayaz Akram and Anna Giannakou, Venkatesh Akella, Jason Lowe-Power, Sean Peisert Open-source Enclaves Workshop (OSEW 2019) 2019.

The Davis In-Order (DINO) CPU: A Teaching-focused RISC-V CPU Design

Jason Lowe-Power and Christopher Nitta Workshop on Computer Architecture Education (WCAE) 2019.

FlexCPU: A Configurable Out-of-Order CPU Abstraction

Bradley Wang, Ayaz Akram, Jason Lowe-Power ISPASS 2019.

Improving Provisioned Power Efficiency in HPC Systems with GPU-CAPP

Kramer Straube, Jason Lowe-Power, Christopher Nitta, Matthew Farrens, and Venkatesh Akella. HiPC 2018.

Integrating Cycle Accurate Chisel Models with gem5’s System Simulation

Nima Ganjehloo, Jason Lowe-Power, Venkatesh Akella. CCC 2018.

A Case for Exposing Extra-Architectural State in the ISA

Jason Lowe-Power, Venkatesh Akella, Matthew K. Farrens, Samuel T. King, and Christopher J. Nitta. HASP Workshop with ISCA 2018.

Filtering Translation Bandwidth with Virtual Caching

Hongil Yoon, Jason Lowe-Power, Gurindar S. Sohi. ASPLOS 2018.

Improving Execution Time of Parallel Programs on Large Scale Chip Multiprocessors with Constant Average Power Processing

Kramer Straube, Christopher Nitta, Raj Amirtharajah, Matthew Farrens, Venkatesh Akella. ICCD 2018.

When to use 3D Die-Stacked Memory for Bandwidth-Constrained Big Data Workloads

Jason Lowe-Power, Mark D. Hill, David A. Wood. BPOE Workshop with ASPLOS 2016.

Border Control: Sandboxing Accelerators

Lena E. Olson, Jason Lowe-Power, Mark D. Hill, David A. Wood MICRO 2015.

Implications of Emerging 3D GPU Architecture on the Scan Primitive

Jason Power, Yinan Li, Mark D. Hill, Jignesh M. Patel, David A. Wood. SIGMOD Record 2015.

Toward GPUs being mainstream in analytic processing: An initial argument using simple scan-aggregate queries

Jason Power, Yinan Li, Mark D. Hill, Jignesh M. Patel, David A. Wood. DaMoN (with SIGMOD) 2015.

gem5-gpu: A Heterogeneous CPU-GPU Simulator

Jason Power, Joel Hestness, Marc S. Orr, Mark D. Hill and David A. Wood. Computer Architecture Letters 2014.

Supporting x86-64 address translation for 100s of GPU lanes

Jason Power, Mark D. Hill,, David A. Wood. HPCA 2014.

Heterogeneous system coherence for integrated CPU-GPU systems

Jason Power, Arkaprava Basu, Junli Gu, Sooraj Puthoor, Bradford M. Beckmann, Mark D. Hill, Steven K. Reinhardt, and David A. Wood MICRO 2013.

Computer Science & Engineering

Nine CSE Research Papers in Computer Architecture Included in ISCA’s 25-Year Retrospective

By Kimberley Clementi

In commemoration of its 50th anniversary, the International Symposium on Computer Architecture (ISCA) has compiled a volume of memorable papers – a 25-Year Retrospective: 1996-2020 – to demonstrate the progression of research within computer architecture. The compilation of 98 research papers, culled from a pool of over a thousand submissions, included nine papers from UC San Diego’s Department of Computer Science and Engineering (CSE).

That means CSE faculty were involved in 10 percent of the selected papers.

Hadi Esmaeilzadeh had four research papers included in ISCA’s retrospective, as did CSE Professor Dean Tullsen. Jishen Zhao, an associate professor in the department, had one paper selected.

For more than two decades, their collective research has impacted the trajectory of computer architecture – spanning ground-breaking discoveries related to dark silicon, processors, simultaneous multithreading, and memory systems, enabling applications in machine learning, virtual reality, augmented reality, and artificial intelligence.

Papers for ISCA’s second commemorative volume were chosen by a team of referees to reflect the exciting evolution of computer architecture and share areas of potential growth. ISCA’s first volume, its 25 th anniversary retrospective, was published in 1998.

CSE faculty research included in ISCA@50 25-Year Retrospective: 1996-2020 :

Hadi Esmaeilzadeh – Bridging Computer Architecture and New Applications

Esmaeilzadeh, the inaugural holder of the Halıcıoğlu Chair in Computer Architecture at UC San Diego, is building the computer architecture that will enable AI and ML technologies of the future. He and his colleagues have focused on bridging the gap between the microarchitecture of processors and the increasing levels of performance required by computation-hungry applications. His highly-cited 2011 paper outlined this dilemma, while his more recent research proposes an architectural framework – dubbed Bit Fusion – developed to preserve accuracy while enabling ultra-power efficiency for deep learning.

Dark silicon and the end of multicore scaling

A reconfigurable fabric for accelerating large-scale datacenter services

General-purpose code acceleration with limited-precision analog computation

Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural Network

Dean Tullsen – Standing the Test of Time

Widely considered one of computer architecture’s most influential researchers, CSE Professor Dean Tullsen has amassed five Test of Time Awards. This includes one for novel research on heterogenous multi-core architectures , which led to the design of many modern processors such as Qualcomm’s Snapdragon and Apple’s M1Pro and M1Max. Tullsen’s earlier contributions – including the introduction of simultaneous multithreading – were also deeply grounded in the issues of real, industry-leading processor design.

Exploiting choice: instruction fetch and issue on an implementable simultaneous multithreading processor

Selective value prediction

Single-ISA Heterogeneous Multi-Core Architectures for Multithreaded Workload Performance

Interconnections in Multi-Core Architectures: Understanding Mechanisms, Overheads and Scaling

Jishen Zhao – Creating Memorable Work in PIM

Zhao’s research stretches the boundary between computer architecture and system software, particularly in memory systems. Her 2016 ISCA paper showcases the possibilities that arise from combining emerging applications such as AI with technologies like ReRam, playing a crucial role in advancing research in Processing-in-Memory (PIM).

PRIME: a novel processing-in-memory architecture for neural network computation in ReRAM-based main memory

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Computer Science > Machine Learning

Title: a survey of machine learning for computer architecture and systems.

Abstract: It has been a long time that computer architecture and systems are optimized for efficient execution of machine learning (ML) models. Now, it is time to reconsider the relationship between ML and systems, and let ML transform the way that computer architecture and systems are designed. This embraces a twofold meaning: improvement of designers' productivity, and completion of the virtuous cycle. In this paper, we present a comprehensive review of the work that applies ML for computer architecture and system design. First, we perform a high-level taxonomy by considering the typical role that ML techniques take in architecture/system design, i.e., either for fast predictive modeling or as the design methodology. Then, we summarize the common problems in computer architecture/system design that can be solved by ML techniques, and the typical ML techniques employed to resolve each of them. In addition to emphasis on computer architecture in a narrow sense, we adopt the concept that data centers can be recognized as warehouse-scale computers; sketchy discussions are provided in adjacent computer systems, such as code generation and compiler; we also give attention to how ML techniques can aid and transform design automation. We further provide a future vision of opportunities and potential directions, and envision that applying ML for computer architecture and systems would thrive in the community.

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Computer Architecture Research Topics for MS PhD

Computer architecture research topic ideas for ms, or ph.d. degree.

I am sharing with you some of the research topics regarding Computer Architecture that you can choose for your research proposal for the thesis work of MS, or Ph.D. Degree.

• Novel computer architectures and quantum chemistry
• Validation of Abstract Side-Channel Models for Computer Architectures
• X-Centric: A Survey on Compute-, Memory-and Application-Centric Computer Architectures
• Computer architecture
• Multilevel Monte Carlo Sampling on Heterogeneous Computer Architectures
• Custom hardware optimizations for reliable and high performance computer architectures
• CONSCIOUSNESS IN COMPUTER ARCHITECTURES: THE THEORY OF EXPELLED SCRIPTS1
• Guest Editors’ Introduction to the Special Issue on Machine Learning Architectures and Accelerators
• Gan compression: Efficient architectures for interactive conditional gans
• Advances in Architectures and Theories for Computer Vision
• Bounded incoherence: A programming model for non-cache-coherent shared memory architectures
• PRESENT COMPUTER ARCHITECTURES AND THE POTENTIAL OF OPTICS
• π-RT: A Runtime Framework to Enable Energy-Efficient Real-Time Robotic Vision Applications on Heterogeneous Architectures
• Roc: A reconfigurable optical computer for simulating physical processes
• Towards exploring the potential of alternative quantum computing architectures
• Towards a computer aided diagnosis (CAD) for brain MRI glioblastomas tumor exploration based on a deep convolutional neuronal networks (D-CNN) architectures
• Hierarchical algorithms on hierarchical architectures
• A simple method for rejection sampling efficiency improvement on SIMT architectures
• Modern Architectures for Core Computer Vision on Videos
• A Novel Approach based on Microservices Architectures and Computer Vision to improve access to Culture Heritage
• Fine-Grained Instruction Placement in Polymorphic Computing Architectures
• A Study on CNN Architectures for Chest X-Rays Multiclass Computer-Aided Diagnosis
• Computer Organization & Design
• Towards computer-network architectures for the digital transformation of large-scale systems
• Improving Performance of the Hypre Iterative Solver for Uintah Combustion Codes on Manycore Architectures Using MPI Endpoints and Kernel Consolidation
• Deep Learning: Concepts and Architectures
• A semi-supervised assessor of neural architectures
• Sparse Linear Algebra Toolkit for Computational Aerodynamics
• Learning architectures for binary networks
• Scalable molecular dynamics on CPU and GPU architectures with NAMD
• … toolkit: a key European free and open-source software for Deep Learning and Computer Vision ready to exploit heterogeneous HPC and cloud architectures
• Comparing different deep learning architectures for classification of chest radiographs
• Evaluation of neural architectures trained with square loss vs cross-entropy in classification tasks
• High performance computing systems
• Energy-efficient Parallel and Distributed Multi-objective Feature Selection on Heterogeneous Architectures
• Towards a quantum speedup via applications and architectures
• A survey on coarse-grained reconfigurable architectures from a performance perspective
• Deep Learning Architectures
• A survey of accelerator architectures for deep neural networks
• Mechanically flexible viscosity sensor for real‐time monitoring of tubular architectures for industrial applications
• Performance of Coupled-Cluster Singles and Doubles on Modern Stream Processing Architectures
• Attention u-net based adversarial architectures for chest x-ray lung segmentation
• Evolving deep learning architectures for network intrusion detection using a double PSO metaheuristic
• Searching efficient 3d architectures with sparse point-voxel convolution
• Peeling off image layers on topographic architectures
• A Portable SIMD Primitive Using Kokkos for Heterogeneous Architectures
• Development and Analysis of Deep Learning Architectures
• Architectures and emerging trends in Internet of Things and Cloud computing: a literature review
• Deep Convolutional Neural Network Architectures for Tonal Frequency Identification in a Lofargram
• Macro and Micro Architectures for Network on Chip: A Review
• Late temporal modeling in 3d cnn architectures with bert for action recognition
• Considerations about the Implementation of Mini-MAP Architectures on a Front-End Processor
• Security in Microservices Architectures
• Cellular ceramic architectures produced by hybrid additive manufacturing: a review on the evolution of their design
• Review and evaluation of deep learning architectures for efficient land cover mapping with UAS hyper-spatial imagery: A case study over a wetland
• DeePar-SCA: Breaking Parallel Architectures of Lattice Cryptography via Learning Based Side-Channel Attacks
• Methodological aspects for cognitive architectures construction: a study and proposal
• Securing Machine Learning Architectures and Systems
• Meta-learning of neural architectures for few-shot learning
• A review on embedded field programmable gate array architectures and configuration tools
• Quantum computer architecture: Towards full-stack quantum accelerators
• Chaotic Architectures: a New Trend in Computers
• High-throughput fuzzy clustering on heterogeneous architectures
• Learned Transferable Architectures Can Surpass Hand-Designed Architectures for Large Scale Speech Recognition
• A Review of Services-Based Architectures for Video Surveillance
• Comparing Architectures of Neural Networks for an Integration in Enterprise Systems: A Retail Case Study
• Quantum computer systems for scientific discovery
• Aggregated Control of Quantum Computations: When Stacked Architectures Are Too Good to Be Practical Soon
• Towards suitable description of reference architectures
• Quantum Simulators: Architectures and Opportunities
• Cyber-physical systems architectures for industrial internet of things applications in Industry 4.0: A literature review
• A–Z survey of Internet of Things: Architectures, protocols, applications, recent advances, future directions and recommendations
• Deep learning architectures analysis for age-related macular degeneration segmentation on optical coherence tomography scans
• Scalable Specialization: Architectures, Interfaces, & Applications
• Image-Based malware classification using ensemble of CNN architectures (IMCEC)
• SDN/NFV architectures for edge-cloud oriented IoT: A systematic review
• X3d: Expanding architectures for efficient video recognition
• Mobiledets: Searching for object detection architectures for mobile accelerators
• Evaluation of Deep Learning architectures for System Identification. Applications for a household heating system
• An updated survey of efficient hardware architectures for accelerating deep convolutional neural networks
• An overview of deep learning architectures in few-shot learning domain
• Finding and Exploiting Memory-Level-Parallelism in Constrained Speculative Architectures
• Deep learning approaches for neural decoding across architectures and recording modalities
• Similarity-Based Clustering for Enhancing Image Classification Architectures
• Task Mapping and Scheduling for OpenVX Applications on Heterogeneous Multi/Many-core Architectures
• Digital image processing methods
• Heuristics-based mediation for building smart architectures at run-time
• STEP-NC Architectures for Industrial Robotic Machining: Review, Implementation and Validation
• Computer‐aided diagnosis of breast ultrasound images using ensemble learning from convolutional neural networks
• A taxonomy of load balancing mechanisms in centralized and distributed SDN architectures
• Deep learning architectures
• Dynamic-sos: An approach for the simulation of systems-of-systems dynamic architectures
• A comparative analysis of deep learning architectures on high variation malaria parasite classification dataset
• Panna: Properties from artificial neural network architectures
• Gastrointestinal diseases segmentation and classification based on duo-deep architectures
• Research of Neural Network Architectures for Solving Adaptive Routing Problems in Multiprovider Networks of Distributed Data Centers
• Blockchain Architectures for Physical Internet: A Vision, Features, Requirements, and Applications
• Translating Numerical Concepts for PDEs into Neural Architectures
• UNITOR@ DANKMEMES: Combining Convolutional Models and Transformer-based architectures for accurate MEME management
• SoFAr: Shortcut-based Fractal Architectures for Binary Convolutional Neural Networks
• Contrastive Embeddings for Neural Architectures
• An efficient uncertain graph processing framework for heterogeneous architectures
• Lung cancer classification with Convolutional Neural Network Architectures
• Blockchain for cybersecurity and privacy: architectures, challenges, and applications
• Learning sparse sharing architectures for multiple tasks
• Integrated structured light architectures
• Understanding the relationships between information architectures and business models: An empirical study on the success configurations of smart communities
• 5G network slicing using SDN and NFV: A survey of taxonomy, architectures and future challenges
• Image-Based Plant Disease Identification by Deep Learning Meta-Architectures
• Deep Learning Architectures and Techniques for Multi-organ Segmentation
• … triage: a semiologic approach designed for clinical implementation, exploiting different types of labels through a combination of four Deep Learning architectures
• What shapes feature representations? Exploring datasets, architectures, and training
• Domain-Specific Computing Architectures and Paradigms
• ADVANCING COMPILER OPTIMIZATIONS FOR GENERAL-PURPOSE & DOMAIN-SPECIFIC PARALLEL ARCHITECTURES
• Parallel stochastic gradient descent on multicore architectures
• Comparison of radio-frequency power architectures for plasma generation
• Fine-grained Scheduling in Heterogeneous-ISA Architectures
• Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules’ malignancy rating
• DeepGrip: Cricket Bowling Delivery Detection with Superior CNN Architectures
• Connected vehicles in the IoV: concepts, technologies and architectures
• Implementing a neural network interatomic model with performance portability for emerging exascale architectures
• Exploration of Hardware Architectures for String Matching Algorithms in Network Intrusion Detection Systems
• Sentiment analysis using deep learning architectures: a review
• Towards Accurate and Compact Architectures via Neural Architecture Transformer
• MicroNets: Neural network architectures for deploying TinyML applications on commodity microcontrollers
• A Survey of System Architectures and Techniques for FPGA Virtualization
• An Experimental Review on Deep Learning Architectures for Time Series Forecasting
• Scalable parallel flash firmware for many-core architectures
• Deep Learning Architectures: A Hierarchy in Convolution Neural Network Technologies
• Blockchain applications and architectures for port operations and logistics management
• SEMANTIC REVIEW ON SOFTWARE ARCHITECTURES FOR WEB-BASED APPLICATIONS
• Learning architectures from an extended search space for language modeling
• Neural network architectures for the detection of SYN flood attacks in IoT systems
• Learning Versatile Neural Architectures by Propagating Network Codes
• Mocktails: capturing the memory behaviour of proprietary mobile architectures
• Nanostructured architectures for biomolecular detection inside and outside the cell
• RansomListener: Ransom Call Sound Investigation Using LSTM and CNN Architectures
• Neural Network architectures to classify emotions in Indian Classical Music
• ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures
• Comparison of Convolutional Neural Network Architectures on Dermastopic Imagery
• Review on deep learning techniques for marine object recognition: Architectures and algorithms
• A survey of Life Cycle Inventory database implementations and architectures, and recommendations for new database initiatives
• Hardware/software co-exploration of neural architectures
• Immunetnas: An immune-network approach for searching convolutional neural network architectures
• Artificial Cognitive Architectures Review
• On data lake architectures and metadata management
• Semantic segmentation of HeLa cells: An objective comparison between one traditional algorithm and four deep-learning architectures
• Volcanic Seismic Event Classification based on CNN Architectures
• Cache Leakage Reduction Techniques for Hybrid SPM-Cache Architectures
• Fast, small, and area-time efficient architectures for key-exchange on curve25519
• SNAP: Shaping Neural Architectures Progressively via Information Density Criterion
• Comparison of convolutional neural network architectures for classification of tomato plant diseases
• Comparison of different optimizers implemented on the deep learning architectures for COVID-19 classification
• Performance Evaluation of Memory-Centric ARMv8 Many-Core Architectures: A Case Study with Phytium 2000+
• Blockchain for smart cities: A review of architectures, integration trends and future research directions
• F5: Enabling New System Architectures with 2.5 D, 3D, and Chiplets
• A Reconfigurable Branch Predictor for Spatial Computing Architectures
• Consensus Driven Self-Organization: Towards Non Hierarchical Multi-Map Architectures
• Toward New Intelligent Architectures for the Internet of Vehicles
• Budgeted Subset Selection for Fine-tuning Deep Learning Architectures in Resource-Constrained Applications
• Securing Microservices and Microservice Architectures: A Systematic Mapping Study
• Guest Editorial: IEEE TC Special Issue on Domain-Specific Architectures for Emerging Applications
• Efficient processing of vision kernels and deep neural networks on reconfigurable computing architectures
• … of real-time medical simulations with soft-tissue deformation: Computational approaches, interaction devices, system architectures, and clinical validations
• Parkinson’s Disease Detection with Ensemble Architectures based on ILSVRC Models
• Comparison of alternative architectures in fog computing
• Improving Architectures of Binary Signed-Digit CORDIC With Generic/Specific Initial Angles
• Multigrid-in-Channels Architectures for Wide Convolutional Neural Networks
• Between Borders and Bodies: Revealing the Architectures of Immigration Detention
• Trading off Latency for Memory Bandwidth in Spatial Architectures using the Polyhedral Model
• Improving the Designs of Nearest Neighbour Quantum Circuits for 1D and 2D Architectures
• Design-Time Optimization of Reconfigurable PV Architectures for Irregular Surfaces
• Neuroevolution of Neural Network Architectures Using CoDeepNEAT and Keras.
• Understanding Methodology for Efficient CNN Architectures in Profiling Attacks
• There’s plenty of room at the Top: What will drive computer performance after Moore’s law?
• Comparison of RISC-V and transport triggered architectures for a post-quantum
• Guest Editorial: Special Issue on Enabling Massive IoT With 6G: Applications, Architectures, Challenges, and Research Directions
• MEMPHA: Model of Exascale Message-Passing Programs on Heterogeneous Architectures
• Quantum cnot circuits synthesis for nisq architectures using the syndrome decoding problem
• Using convolutional neural networks for recognition of objects varied in appearance in computer vision for intellectual robots
• Internet of Things Architectures: A Comparative Study
• Illumination-robust face recognition based on deep convolutional neural networks architectures
• Circuit depth reduction for gate-model quantum computers
• On tower and checkerboard neural network architectures for gene expression inference
• Audio tagging and deep architectures for acoustic scene classification: Uos submission for the DCASE 2020 challenge
• A Review of the Evolution of Deep Learning Architectures and Comparison of their Performances for Histopathologic Cancer Detection
• Applying fully convolutional architectures for semantic segmentation of a single tree species in urban environment on high resolution UAV optical imagery
• Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images
• Circuits and Architectures for In-Memory Computing-Based Machine Learning Accelerators
• Towards Dynamic and Partial Reconfigurable Hardware Architectures for Cryptographic Algorithms on Embedded Devices
• Nonvolatile low-cost approximate spintronic full adders for computing in memory architectures
• A Simulation Tool for Evaluating Video Streaming Architectures in Vehicular Network Scenarios
• Exploring Energy Efficient Architectures for RLWE Lattice-Based Cryptography
• Detection And Classification Of Brain Tumor With Deep Learning Architectures
• Classification based scheduling in Heterogeneous ISA Architectures
• Deep learning architectures for the analysis and classification of brain tumors in MR images
• Back to the Future: Towards Hardware” Netputing” Architectures (position paper)
• GaaS-X: graph analytics accelerator supporting sparse data representation using crossbar architectures
• An Overview of Neural Network Architectures for Healthcare
• Performance Evaluation of Adversarial Examples on Deep Neural Network Architectures
• An Intuitive Extensible Framework for Implementing Cloud Broker Architectures
• Designing Convolutional Neural Network Architectures Using Cartesian Genetic
• Disentangling Neural Architectures and Weights: A Case Study in Supervised Classification
• Fine-Tuning Deep Learning Architectures for Early Detection of Oral Cancer
• Single-Cell Conventional Pap Smear Image Classification Using Pre-Trained Deep Neural Network Architectures
• Survey on the internet of vehicles: Network architectures and applications
• Low-cost computational systems applied to physical architectures in public transportation systems of intermediate cities
• Algorithms and Architectures for High Performance Kernel Adaptive Filtering
• Architectures, frameworks, and applications in IoT-based smart environment: a review
• Cache Memory Architectures for Handling Big Data Applications: A Survey
• Evaluating the Impact of Inter Process Communication in Microservice Architectures
• Security architectures for sensitive Data in Cloud Computing
• Conventional and Non-Conventional ANNs in Medical Diagnostics: A Tutorial Survey of Architectures, Algorithms, and Application
• Investigating conditional GAN performance with different generator architectures, an ensemble model, and different MR scanners for MR-sCT conversion
• Network architectures supporting learnability
• A Comparative Study of Neural Network Architectures for Lesion Segmentation and Melanoma Detection
• Decoherence dynamics estimation for superconducting gate-model quantum computers
• Efficient and Fast Hardware Architectures for SIKE Round 2 on FPGA
• Thermal management and performance enhancement of data centers architectures using aligned/staggered in-row cooling arrangements
• Deep learning architectures in emerging cloud computing architectures: Recent development, challenges and next research trend
• Analysis and Selection of Neural Network Architectures for Recognizing Heart Diseases by Cardiogram
• Deployment of loop-intensive applications on heterogeneous multiprocessor architectures
• Generalization Capabilities of Deep Learning Architectures for Vehicle Re-Identification
• Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
• Exploring Different Deep Learning Architectures on a Large Chest Radiograph Dataset
• Learning algorithm for an intelligent decision making system based on multi-agent neurocognitive architectures
• Quantum ESPRESSO toward the exascale
• Neural Architectures Design and Search for Deep Learning and Continual Learning.
• RRAM-based non-volatile SRAM cell architectures for ultra-low-power applications
• On the suitability of blockchain platforms for IoT applications: Architectures, security, privacy, and performance
• Genome sequence alignment in processing-In-memory architectures
• MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures
• A comprehensive set of novel residual blocks for deep learning architectures for diagnosis of retinal diseases from optical coherence tomography images
• Next Generation Cloud Computing Architectures: Performance and Pricing
• Molecular Simulations of Supramolecular Architectures
• A Comprehensive Review of Deep Learning Architectures for Computer Vision Applications
• Detecting soccer balls with reduced neural networks: a comparison of multiple architectures under constrained hardware scenarios
• Late Temporal Modeling in 3D CNN Architectures with BERT for Action Recognition
• Quantum circuit optimizations for NISQ architectures
• The General-Purpose Modeling, Analysis, and Implementation of Software Architectures
• Optimum resource allocation in optical wireless systems with energy-efficient fog and cloud architectures
• POSTER: An Efficient Uncertain Graph Processing Framework for Heterogeneous Architectures
• Predicting Stance Change Using Modular Architectures
• Survey of transient execution attacks
• Searching better architectures for neural machine translation
• Developments in modern gnss and its impact on autonomous vehicle architectures
• SHIELDeNN: online accelerated framework for fault-tolerant deep neural network architectures
• MRI brain tumor segmentation and uncertainty estimation using 3D-UNet architectures
• Melanoma classification on Dermoscopy images using Transfer learning with CNN architectures
• Automatic optic nerve head localization and cup-to-disc ratio detection using state-of-the-art deep-learning architectures
• How Cloud Computing, Artificial Intelligence and Internet of Things will Transform Energy and Utility management Architectures
• DynaCo: Dynamic Coherence Management for Tiled Manycore Architectures
• An Analysis of Deep Learning Architectures for Cancer Diagnosis
• Comparative Analysis of 5G Mobile Communication Network Architectures
• Enabling Domain-Specific Architectures with Programmable Devices
• Exploiting Process Variations to Secure Photonic NoC Architectures from Snooping Attacks
• Exploration of Optimized Semantic Segmentation Architectures for edge-Deployment on Drones
• Parallel scalability of face detection in heterogeneous multithreaded architectures
• Lung CT Screening With 3D Convolutional Neural Network Architectures
• Systematic Approach for State-of-the-Art Architectures and System-on-Chip Selection for Heterogeneous IoT Applications
• Paradigms for Effective Parallelization of Inherently Sequential Graph Algorithms on Multi-Core Architectures
• Resolving Network Defense Conflicts with Zero Trust Architectures and Other End-to-End Paradigms
• AMPLA: An Agile Process for Modeling Logical Architectures
• Architectures for enhancing bandwidth and power scalability of optical frequency combs
• Comparing the effectiveness of deep feedforward neural networks and shallow architectures for predicting stock price indices
• IoT Architectures and Its Security: A Review
• A survey of end-to-end driving: Architectures and training methods
• A survey of the recent architectures of deep convolutional neural networks
• Babel: A Generic Benchmarking Platform for Big Data Architectures
• An Area Efficient Low-Power NoC Router For Multi-core Architectures
• Healthcare 4.0: A review of frontiers in digital health
• Ephemeral Architectures: the union of concepts in the creation of an immersive experience
• The simplified fruition of inaccessible military architectures in Balkans
• On the task mapping and scheduling for DAG-based embedded vision applications on heterogeneous multi/many-core architectures
• Reliable Architectures for Composite-Field-Oriented Constructions of McEliece Post-Quantum Cryptography on FPGA
• Graph Reachability on Parallel Many-Core Architectures
• Novel deep neural network based pattern field classification architectures
• Designing carbon conductive filament memristor devices for memory and electronic synapse applications
• Design architectures for energy harvesting in the Internet of Things
• Automatic Stereo Disparity Search Range Detection on Parallel Computing Architectures
• A branch-and-bound approach to scheduling of data-parallel tasks on multi-core architectures
• Control Performance Optimization for Application Integration on Automotive Architectures
• The Design, Implementation, and Evaluation of Software and Architectural Support for Nested Virtualization on Modern Architectures
• Toward gradient bandit-based selection of candidate architectures in AutoGAN
• BDI Agent Architectures: A Survey
• Vector symbolic architectures for context-free grammars.
• Implementation of RSA Signatures on GPU and CPU Architectures
• Exploring NLMS-Based Adaptive Filter Hardware Architectures for Eliminating Power Line Interference in EEG Signals
• Performance Analysis of Accelerator Architectures and Programming Models for Parareal Algorithm Solutions of Ordinary Differential Equations
• Pods–A novel intelligent energy efficient and dynamic frequency scalings for multi-core embedded architectures in an IoT environment
• Architectures
• Performance optimised architectures of Piccolo block cipher for low resource IoT applications
• Trade-offs in Decentralized Multi-Antenna Architectures: The WAX Decomposition
• IOT based Smart Architectures Journal for Research and Innovation
• Analysis of Regularization in Deep Learning Models on Testbed Architectures
• A versatile and flexible chiplet-based system design for heterogeneous manycore architectures
• Diabetic Retinopathy Detection Using Convolutional Neural Network: A Comparative Study on Different Architectures
• iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures
• Self-Initiated Actions Under Different Choice Architectures Affect Framing and Target Evaluation Even Without Verbal Manipulation
• Black-box systems, multi-level explanation, and cognitive architectures.
• Comparison of MobileNet and ResNet CNN Architectures in the CNN-Based Skin Cancer Classifier Model
• Project Report: Reconsidering Decoder Architectures for Road Segmentation
• Implementation of Multifunction Residue Architectures on FPGA for Cryptography Applications
• Fault-tolerant Permanent Storage for Container-based Fog Architectures
• Advanced Learning Architectures And Spatial Statistics For Beam Selection With Multi-Path
• Quantum Machine Learning with HQC Architectures using non-Classically Simulable Feature Maps
• Paris+: Data series indexing on multi-core architectures
• Graph-based root cause analysis for service-oriented and microservice architectures
• Transfer Learning versus Custom CNN Architectures in NAFLD Biopsy Images
• Programmable metamaterials for software-defined electromagnetic control: Circuits, systems, and architectures
• Survey on Decision-Making Algorithms for Network Selection in Heterogeneous Architectures
• A study on dual-memory architectures in incremental learning
• Algorithms and Architectures for Parallel Processing: 19th International Conference, ICA3PP 2019, Melbourne, VIC, Australia, December 9–11, 2019 …
• Benchmarking deep network architectures for ethnicity recognition using a new large face dataset
• SOCIAL ENGINEERING STUDY: EXAMINING THE INFLUENCE OF CHOICE ARCHITECTURES ON TRUST AND PASSWORD PRIVACY
• Analysis and Design of Next-Generation Software Architectures
• Internet Architectures
• Device and Circuit Architectures for In‐Memory Computing
• Reference Architectures for Cloud-based Platforms: Convergence vs. Diversification.
• Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images
• Recoverability of Shipboard MVdc Architectures
• In-depth comparison of deep artificial neural network architectures on seismic events classification
• Fog Computing Architectures and Frameworks for Healthcare 4.0
• Biologically plausible neural architectures
• Formal semantics of predictable pipelines: a comparative study
• A Review on Various SRAM Architectures
• Adaptive Signal Variances: CNN Initialization Through Modern Architectures
• Internet of ships: A survey on architectures, emerging applications, and challenges
• A study of AEGIS and MI6 secure processor architectures
• Stance Detection Using Transformer Architectures and Temporal Convolutional Networks
• Demystifying Inductive Biases for -VAE Based Architectures
• Reconfigurable Domain-specific Architectures in the post-Moore’s Law World: Implications for Software Engineering
• Internet of Things: A General Overview between Architectures, Protocols and Applications
• Toward Social Internet of Things (SIoT): Enabling Technologies, Architectures and Applications
• Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification
• Deep In-Memory Architectures in SRAM: An Analog Approach to Approximate Computing
• Formal Algebraic Specification of an IoT/Fog Data Centre for Fat Tree or Leaf and Spine architectures
• Developing Reliable Taxonomic Features for Data Warehouse Architectures
• Empirical Evaluation of Gated Recurrent Neural Network Architectures in Aviation Delay Prediction
• System software for resource arbitration on future many-* architectures
• Internet of things for enhanced living environments, health and well-being: technologies, architectures and systems
• Comparison of CNN Architectures using RP Algorithm for Burst Signal Detection
• The Effect of Different Deep Network Architectures upon CNN-Based Gaze Tracking
• SURVEY ON VIRTUAL LOAD BALANCING ARCHITECTURES IN MOBILE CLOUD
• Developing a photonic hardware platform for brain-inspired computing based on 5× 5 VCSEL arrays
• On some neural network architectures that can represent viscosity solutions of certain high dimensional Hamilton–Jacobi partial differential equations
• Evolution of Web Systems Architectures: A Roadmap
• Runtime mechanisms to survive new HPC architectures: a use case in human respiratory simulations
• Multiphysics challenges with Heterogeneous Integrated Voltage Regulator based Power Delivery Architectures
• Optimising Network Architectures for Provable Adversarial Robustness
• Multiplexed imaging of nucleome architectures in single cells of mammalian tissue
• An Efficient Training Framework for Reversible Neural Architectures
• Portable exploitation of parallel and heterogeneous HPC architectures in neural simulation using SkePU
• Embedded computation architectures for autonomy in Unmanned Aircraft Systems (UAS)
• A machine learning approach for performance-oriented decision support in service-oriented architectures
• The fundamentals of Internet of Things: architectures, enabling technologies, and applications
• Are all deep learning architectures alike for point‐of‐care ultrasound?: evidence from a cardiac image classification model suggests otherwise
• High throughput and energy efficient FIR filter architectures using retiming and two level pipelining
• Mutual Information Decay Curves and Hyper-parameter Grid Search Design for Recurrent Neural Architectures
• Data Integration Models and Architectures for Service Alliances
• Low-complexity architectures for parallel long BCH encoders
• Blockchain for explainable and trustworthy artificial intelligence
• AXES: Approximation Manager for Emerging Memory Architectures
• “HySLAC”–A Conceptual Model for Service Level Agreement Compliance in Hybrid Cloud Architectures
• An Application of Declarative Languages in Distributed Architectures: ASP and DALI Microservices.
• Resource-aware mapreduce runtime for multi/many-core architectures
• BenderNet and RingerNet: Highly efficient line segmentation deep neural network architectures for ice rink localization
• Topological exploration for the efficient design of three-dimensional Network on Chip architectures
• Developing efficient discrete simulations on multicore and GPU architectures
• A comparative evaluation of unsupervised deep architectures for intrusion detection in sequential data streams
• Distributed MLPerf ResNet50 Training on Intel Xeon Architectures with TensorFlow
• Safety and security assessment of overall I&C architectures (SEARCH)
• Big Data Reference Architectures, a systematic literature
• Analysis of using K-means clustering with Convolutional Neural Network Architectures for Automatic Plant Leaf Disease Recognition
• Evolvable Hardware Architectures on FPGA for Side-Channel Security
• AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures
• Programmable Quantum Annealing Architectures with Ising Quantum Wires
• Modeling Architectures and Reference Models: Development and Maintenance Open Source ERP
• Oxide transistors: unconventional architectures and their applications
• Traffic Analysis in Support of Hybrid SDN Campus Architectures for Enhanced Cybersecurity
• Towards Searching Efficient and Accurate Neural Network Architectures in Binary Classification Problems
• Multi-Stage Transfer Learning System with Light-weight Architectures in Medical Image Classification
• A Review of Agency Architectures in Interactive Drama Systems
• Deep learning for electronic health records: A comparative review of multiple deep neural architectures
• Low Power Area Efficient Improved DWT and AES Architectures for Secure Image Coding
• Uncertainty-driven ensembles of deep architectures for multiclass classification. Application to COVID-19 diagnosis in chest X-ray images
• Convolution Neural Network Architectures for Motor Imagery EEG Signal Classification
• Microservice Oriented Pipeline Architectures
• Noisy parallel hybrid model of NBGRU and NCNN architectures for remaining useful life estimation
• A New Approach to Software Effort Estimation Using Different Artificial Neural Network Architectures and Taguchi Orthogonal Arrays
• Rising from the horizon: three-dimensional functional architectures assembled with MXene nanosheets
• Adversarial BiLSTM-CRF Architectures for Extra-Propositional Scope Resolution
• A combined 3D printing/CNC micro-milling method to fabricate a large-scale microfluidic device with the small size 3D architectures: an application for tumor …
• Efficient synchronization mechanisms for scalable GPU architectures
• Mischief: A Simple Black-Box Attack Against Transformer Architectures
• A Reference Method for Performance Evaluation in Big Data Architectures
• Making the Case for Centralized Automotive E/E Architectures
• Overview of the PALM model system 6.0
• Efficient parallel implementations of sparse triangular solves for GPU architectures
• A survey on access control in IoT: models, architectures and research opportunities
• Information Systems Students’ Impressions on Learning Modeling Enterprise Architectures
• A formal hierarchy of rnn architectures
• On-Device Deep Learning Inference for System-on-Chip (SoC) Architectures
• Houston Toad and Other Chorusing Amphibian Species Call Detection Using Deep Learning Architectures
• An exact qubit allocation approach for NISQ architectures
• Directed Self-Assembly Driven Mesoscale Lithography Using Laser-Induced and Manipulated Microbubbles: Complex Architectures and Diverse Applications
• Engineering Study for Influence of Deep Neural Network Architectures on Images Recognition Quality
• Comprehensive comparison of LSM architectures for spatial data
• Exploring Heterogeneous Architectures With Tools And Applications
• A Study on Different Architectures on a 3D Garment Reconstruction Network
• Deep Learning Architectures and Tools: A Comprehensive Survey
• An information theoretic framework for classifying exoplanetary system architectures
• Fuzzy Container Orchestration for Self-adaptive Edge Architectures
• Improving scalability and reward of utility-driven self-healing for large dynamic architectures
• Comparative analysis of recurrent neural network architectures for reservoir inflow forecasting
• Strongly-ligated perovskite quantum dots with precisely controlled dimensions and architectures for white light-emitting diodes
• A classification of memory-centric computing
• Impact of New Mobility Services on Enterprise Architectures: Case Study and Problem Definition
• Critical review on various inverter topologies for PV system architectures
• Emerging social information networks applications and architectures
• End-to-end multivariate time series classification via hybrid deep learning architectures
• Dynamical Decomposition and Mapping of MPMCT Gates to Nearest Neighbor Architectures
• Research Landscape of Patterns and Architectures for IoT Security: A Systematic Review
• Complex Multiplier Architectures on VLSI
• Overcoming the curse of dimensionality for some Hamilton–Jacobi partial differential equations via neural network architectures
• Secure Boot for Reconfigurable Architectures
• HIDRA: Head Initialization across Dynamic targets for Robust Architectures
• … SENTIENT–BUILDING INFORMATION MODEL: A DIGITAL TWIN FOR THE MANAGEMENT OF MUSEUM COLLECTIONS IN HISTORICAL ARCHITECTURES
• Handling evolution in big data architectures
• Feynman-Kac Neural Network Architectures for Stochastic Control Using Second-Order FBSDE Theory
• Intelligent HTTP Request Distribution Strategies in One and Two-Layer Architectures of Cloud-Based Web Systems
• The Architectures of Geoffrey Hinton
• A Review on Deep Learning Architectures for Speech Recognition
• Designing microservice architectures for scalability and reliability in e-commerce
• New architectures of supramolecular H-bonded liquid crystal complexes based on dipyridine derivatives
• Deployment Architectures for Cyber-Physical Control Systems
• A systematic literature review on ICT architectures for smart Mauritian local council
• Vector Forward Mode Automatic Differentiation on SIMD/SIMT architectures
• RabbitMash: Accelerating hash-based genome analysis on modern multi-core architectures
• Quantum state optimization and computational pathway evaluation for gate-model quantum computers
• 5G Network Slicing: Principles, Architectures, and Challenges
• : Achieving Predictable Distributed DNN Training with Serverless Architectures
• Comparing feedforward and recurrent neural network architectures with human behavior in artificial grammar learning
• New Adiabatic Error Tolerant Adder I Architectures
• Evaluation of programming models for manycore and/or heterogeneous architectures for Monte Carlo neutron transport codes
• Reconfiguring DNA Nanotube Architectures via Selective Regulation of Terminating Structures
• Reproducibility model for wireless sensor networks parallel simulations
• Brian Massumi, Architectures of the Unforeseen: Essays on the Occurrent Arts
• Comparative Framework for the Analysis of Thermal and Resource Management Algorithms for Multi-Core Architectures
• Partial Differential Equations is All You Need for Generating Neural Architectures
• An Empirical Research on the Effectiveness of Different LSTM Architectures on Vietnamese Stock Market
• Orbital edge computing: Nanosatellite constellations as a new class of computer system
• Optimizing Green Energy Consumption of Fog Computing Architectures
• Comparative study of open IoT architectures with TOGAF for industry implementation
• DNSS2: improved ab initio protein secondary structure prediction using advanced deep learning architectures
• Area Efficient Functional Locking through Coarse Grained Runtime Reconfigurable Architectures
• Blueprint for a scalable photonic fault-tolerant quantum computer
• Are labels necessary for neural architecture search?
• Distinguishing computer-generated images from natural images using channel and pixel correlation
• Architectures and Applications of Internet of Things based Smart Devices
• Unitas Multiplex. Biological architectures of consciousness
• Design and Testing of Clustered Components For Modular Spacecraft Architectures
• FPGA Logic Block Architectures for Efficient Deep Learning Inference
• A case study about different network architectures in Federated Machine Learning
• Approaches for Describing Reference Architectures: A Systematic Mapping Study
• Survey on Deep Learning Architectures in Identification of Crop Pests and Diseases
• When nas meets robustness: In search of robust architectures against adversarial attacks
• Optimizing B $$^ $$-Tree Searches on Coupled CPU-GPU Architectures
• Performance analysis of mobile cloud computing architectures for mHealth app
• TNL: NUMERICAL LIBRARY FOR MODERN PARALLEL ARCHITECTURES
• Novel efficient RNN and LSTM-like architectures: Recurrent and gated broad learning systems and their applications for text classification
• Data Compression and Re-computation Based Performance Improvement in Multi-Core Architectures
• Modeling mechanical functional architectures in SysML
• Toward watermarking compressed data in columnar database architectures
• The Role of Non-Positional Arithmetic on Efficient Emerging Cryptographic Algorithms
• How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging
• Deciding on the total number of product architectures
• Classification of 40 Different Human Movements with CNN Architectures and Comparison of Their Performance
• INTERRUPTION DETECTION SYSTEM ARCHITECTURES IN MANET
• Research Progress of Zero-Shot Learning Beyond Computer Vision
• 5G Military Application Scenarios and Private Network Architectures
• Towards automated computer vision: analysis of the AutoCV challenges 2019
• Performance Management in Clustered Edge Architectures Using Particle Swarm Optimization
• High Level Transformation Techniques for Designing Reliable and Secure DSP Architectures
• A Survey on Internet of Things (IoT): Layer-Specific, Domain-Specific and Industry-Defined Architectures
• Hardware Architectures for Accelerating Machine Learning & a Deeper Dive into CUDA and Tensor Cores
• Crowdsensing architectures for smart cities
• Non-functional considerations of time-randomized processor architectures
• EvoFlow: A Python library for evolving deep neural network architectures in tensorflow
• Scalable and reliable multi-dimensional sensor data aggregation in data streaming architectures
• Why and when should you pool? Analyzing Pooling in Recurrent Architectures
• Approach for Evolving Sensing and Actuation Devices in Cyberphysical Systems Architectures
• Bioactive glass scaffold architectures regulate patterning of bone regeneration in vivo
• Using Multi-core Architectures to Improve the Performance of Real-time Dynamic Binary Instrumentation
• Towards metrics for analyzing system architectures modeled with EAST-ADL
• An intelligent anomaly detection scheme for micro-services architectures with temporal and spatial data analysis
• Low Complexity of VLSI Computational Architectures for the ACT Techniques
• Design Space Exploration of Stochastic Computing Architectures Implemented using Integrated Optics
• Sparse Sensing Architectures with Optimal Precision for Tracking Multi-agent Systems in Sensing-denied Environments
• Prosthetic architectures of the senses: museums and immersion
• Advances in Deep Learning Towards Fire Emergency Application: Novel Architectures, Techniques and Applications of Neural Networks
• Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology
• Single-and dual-objective light-sheet microscope architectures for cleared tissues: a simulation-based performance comparison
• Optimized hybrid service brokering for multi-cloud architectures
• Cost-Driven Integration Architectures for Multi-Die Silicon Systems
• LRP-Based path relevances for global explanation of deep architectures
• SIKE’d up: Fast hardware architectures for supersingular isogeny key encapsulation
• Optimizing the Recognition and Feature Extraction of Wind Turbines through Hybrid Semantic Segmentation Architectures
• Thermal barrier coatings with novel architectures for diesel engine applications
• A Survey of Resource Management for Processing-In-Memory and Near-Memory Processing Architectures
• Possibilities and Challenges for Reconfigurable Hardware and Cloud Architectures in Data-Intensive Scientific Applications
• Improving Inference Latency and Energy of DNNs through Wireless Enabled Multi-Chip-Module-based Architectures and Model Parameters Compression
• tpSpMV: A two-phase large-scale sparse matrix-vector multiplication kernel for manycore architectures
• Large-Scale Optical Switch Architectures for Intra-Datacentre Networks
• Segmentation of 2D Echocardiography Images using Residual Blocks in U-Net Architectures
• Exploiting Cognitive Architectures to Design Storytelling Activities for NarRob
• A Maximum Concurrent Flow Technique for Optimized Data Routing in IoT Architectures
• Low-complexity deep learning and RBFN architectures for modulation classification of space-time block-code (STBC)-MIMO systems
• Nanofabrication approaches for functional three-dimensional architectures
• Evaluation of memory performance in NUMA architectures using Stochastic Reward Nets
• Reference architectures for ambient assisted living: a scoping review protocol
• Concurrent design of product and supply chain architectures for modularity and flexibility: process, methods, and application
• Bi-Directional Timing-Power Optimisation on Heterogeneous Multi-Core Architectures
• An Efficient Mobility Management Scheme for 5G Network Architectures
• Deep learning in computer vision: principles and applications
• Integrating Multiomics Information in Deep Learning Architectures for Joint Actuarial Outcome Prediction in Non-Small Cell Lung Cancer Patients After Radiation …
• 40 years of cognitive architectures: core cognitive abilities and practical applications
• Text synthesis from keywords: a comparison of recurrent-neural-network-based architectures and hybrid approaches
• Towards smart cities: challenges, components, and architectures
• A fast and scalable architecture to run convolutional neural networks in low density FPGAs
• On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures
• Structural brain architectures match intrinsic functional networks and vary across domains: a study from 15 000+ individuals
• Intra-data center interconnects, networking, and architectures
• Deep learning-enabled medical computer vision
• Orthogonal persistence in nonvolatile memory architectures: A persistent heap design and its implementation for a Java Virtual Machine
• ExaWind: A multifidelity modeling and simulation environment for wind energy
• A methodology to benchmark flexible payload architectures in a megaconstellation use case
• Biomedical Data Classification with Improvised Deep Learning Architectures
• Approaches for describing reference architectures: A systematic mapping study
• Architectures for Combining Discrete-event Simulation and Machine Learning
• FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures
• Nanosatellite electrical power system architectures: Models, simulations, and tests
• Radio network planning towards 5G mmWave standalone small-cell architectures
• Impact of physical layer impairments on large ROADM architectures
• Habana labs purpose-built AI inference and training processor architectures: Scaling AI training systems using standard Ethernet with Gaudi processor
• Neuromorphic Architectures for Fast Low-Power Robot Perception, Work Unit IT015-09-41-1G25
• NAS-Bench-NLP: neural architecture search benchmark for natural language processing
• Big Data Architectures for Vehicle Data Analysis
• Compositional generalization in semantic parsing: Pre-training vs. specialized architectures
• Performance Optimization for Sparse Matrix Factorization Algorithms on Hybrid Multicore Architectures
• Identification of Sport News in Turkish Tweets Using Deep Learning Architectures
• Depicting probabilistic context awareness knowledge in deliberative architectures
• A Multi-Dimensional Configuration Algorithm for Modular Product Architectures
• Using internal micro-scale architectures from additive manufacturing to increase material efficiency
• Square disks‐based crossed architectures of SnO2 for ethanol gas sensing applications—An experimental and theoretical investigation
• End-to-end architectures for asr-free spoken language understanding
• Graph Neural Networks: Architectures, Stability, and Transferability
• Evolution of the Performance of Pipelined FFT Architectures Through the Years
• Realization of Efficient Architectures for Digital Filters: A Survey
• Three-Dimensional Ternary Hybrid Architectures Constructed from Graphene, MoS2, and Graphitic Carbon Nitride Nanosheets as Efficient Electrocatalysts for …
• Modeling temperature distribution and power consumption in IT server enclosures with row-based cooling architectures
• Caching techniques to improve latency in serverless architectures
• A review of the real-time monitoring of fluid-properties in tubular architectures for industrial applications
• FPGA Architectures for Approximate Dense SLAM Computing
• Quantum linear network coding for entanglement distribution in restricted architectures
• A review of deep learning with special emphasis on architectures, applications and recent trends
• An adaptive, utilization-based approach to schedule real-time tasks for ARM big. LITTLE architectures
• Application of various machine learning architectures for crash prediction, considering different depths and processing layers
• The upsurge of deep learning for computer vision applications
• Permeability and fluid flow-induced wall shear stress in bone scaffolds with TPMS and lattice architectures: A CFD analysis
• A comparison of vector symbolic architectures
• A Model-Based Systems Engineering Approach for the Efficient Specification of Test Rig Architectures for Flight Control Computers
• AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures
• Total Cost of Ownership of Digital vs. Analog Radio-over-Fiber Architectures for 5G Fronthauling
• 3D Microelectronic Packaging: From Architectures to Applications
• Analysis of dependability and sustainability requirements to support the deployment of dense data center architectures
• Industry 4.0: contributions of holonic manufacturing control architectures and future challenges
• Algorithms and architectures for parallel processing
• Framing Choice Architectures
• Sorry to Bother You Again: Developer Recommendation Choice Architectures for Designing Effective Bots
• Automated design architectures for co-orbiting spacecraft swarms for planetary moon mapping
• Augmented PEEC for direct time-domain thermal and power estimation of integrated voltage regulator architectures arising in heterogeneous integration
• Formulation of Sugar/Hydrogel Inks for Rapid Thermal Response 4D Architectures with Sugar-derived Macropores
• Memory-Equipped Quantum Architectures: The Power of Random Access
• Printable smart 3D architectures of regenerated silk on poly (3-hydroxybutyrate-co-3-hydroxyvalerate)
• Sub-Connected Hybrid Precoding Architectures in Massive MIMO Systems
• Pterodactyl: Development and comparison of control architectures for a mechanically deployed entry vehicle
• Synthesis, crystallization, and molecular mobility in poly (ε-caprolactone) copolyesters of different architectures for biomedical applications studied by calorimetry and …
• Semantic architectures and dashboard creation processes within the data and analytics framework
• Precise capture and dynamic relocation of nanoparticulate biomolecules through dielectrophoretic enhancement by vertical nanogap architectures
• Colour quality parameters and enhanced white light emanation via solution combustion derived MoO3: Dy3+ micro-architectures: Fluorescent probe for sensitive …
• Ispd 2020 physical mapping of neural networks on a wafer-scale deep learning accelerator
• Deep learning architectures for accurate millimeter wave positioning in 5G
• Comparing Mask R-CNN and U-Net architectures for robust automatic segmentation of immune cells in immunofluorescence images of Lupus Nephritis biopsies
• The Programmable Data Plane: Abstractions, Architectures, Algorithms, and Applications
• Analysis and design of unified architectures for zero-attraction-based sparse adaptive filters
• Helical Self-Organizations and Emerging Functions in Architectures, Biological and Synthetic Macromolecules
• Case Study of ICT Architectures for a Context-Aware System in Smart Energy Domain
• Surrogate-assisted evolutionary search of spiking neural architectures in liquid state machines
• MetaPerturb: Transferable Regularizer for Heterogeneous Tasks and Architectures
• FPGA Implementation of AES Key Expansion Algorithm in Fully Pipelined and Loop Unrolled Architectures
• Fidelity of a sequence of SWAP operations on a spin chain
• Industrial IoT Application Architectures and Use Cases
• Toward stable perovskite solar cell architectures: robustness against temperature variations of real-world conditions
• Alternative Deep Learning Architectures for Feature-Level Fusion in Human Activity Recognition
• Smart Sensor Architectures for Multimedia Sensing in IoMT
• DNN-Life: An Energy-Efficient Aging Mitigation Framework for Improving the Lifetime of On-Chip Weight Memories in Deep Neural Network Hardware Architectures
• Lidar Optical Architectures with Digital Micromirror Devices
• YaskSite: Stencil Optimization Techniques Applied to Explicit ODE Methods on Modern Architectures
• Electrical system architectures for building-integrated photovoltaics: A comparative analysis using a modelling framework in Modelica
• A comparative study for the thermal conductivities of C/SiC composites with different preform architectures fabricating by flexible oriented woven process
• Harmonic emissions assessment for common DC and AC electric vehicle charging station architectures
• Activity Recognition and Anomaly Detection in E-Health Applications Using Color-Coded Representation and Lightweight CNN Architectures
• Fostering human–robot cooperative architectures for search and rescue missions in urban fires
• Hardware implementations of computer-generated holography: a review
• Hollow Pentagonal-Cone-Structured SnO2 Architectures Assembled with Nanorod Arrays for Low-Temperature Ethanol Sensing
• Towards Policy-aware Edge Computing Architectures
• Comparing deep learning architectures for sentiment analysis on drug reviews
• Matrix-free subcell residual distribution for Bernstein finite element discretizations of linear advection equations
• Analysis of Deep Neural Network Architectures and Similarity Metrics for Low-Dose CT Reconstruction
• Automated semantics-preserving parallel decomposition of finite component and connector architectures
• Structurally evolving component-port-connector architectures of centrally controlled systems
• Scalable and Efficient Hardware Architectures for Authenticated Encryption in IoT Applications
• Design of Low‐Power DRAM Cell Using Advanced FET Architectures
• Rapid fabrication of collagen bundles mimicking tumor-associated collagen architectures
• Modular Spacecraft Architectures
• Architectures and algorithms of an autonomous small-scale drilling agent
• Computer vision for covid-19 control: A survey
• Superelastic and large-range pressure sensor with hollow-sphere architectures for wearable electronic skin
• Neuro-Symbolic Architectures for Context Understanding
• The Intersection of the Genetic Architectures of Orofacial Clefts and Normal Facial Variation
• Multilevel Combinatorial Optimization across Quantum Architectures
• Prediction of pedestrian dynamics in complex architectures with artificial neural networks
• Numerical algorithms for high-performance computational science
• Review of unmanned aerial vehicle swarm communication architectures and routing protocols
• Mechanical behavior of polymeric selective laser sintered ligament and sheet based lattices of triply periodic minimal surface architectures
• Turkish Dialect Recognition Using Acoustic and Phonotactic Features in Deep Learning Architectures
• Object-based attention for spatio-temporal reasoning: Outperforming neuro-symbolic models with flexible distributed architectures
• Selective Caching: Avoiding Performance Valleys in Massively Parallel Architectures
• Machine Learning Demodulator Architectures for Power-Limited Communications
• Enlightenment architectures
• Deep learning, reusable and problem-based architectures for detection of consolidation on chest X-ray images
• Performance Evaluation of a Two-Dimensional Flood Model on Heterogeneous High-Performance Computing Architectures
• A Primer on Memory Consistency and Cache Coherence
• Machine-agnostic and Communication-aware Designs for MPI on Emerging Architectures
• Light-Activated Signaling in DNA-Encoded Sender–Receiver Architectures
• Internal Electrical Noises of BioFET Sensors Based on Various Architectures
• Novel Architectures for Contractive Autoencoders with Embedded Learning
• Exploring Machine Learning Architectures for Brain Computer Interface Systems
• Advancing the Design of Fail-Operational Architectures, Communication Modules, Electronic Components, and Systems for Future Autonomous/Automated Vehicles
• Decoding Algorithm for Quadruple-Error-Correcting Reed-Solomon Codes and its Derived Architectures
• The concept of Privacy and Standardization of Microservice Architectures in cloud computing
• Deep Learning Architectures for Named Entity Recognition: A Survey
• Enabling Hybrid Architectures and Mesh Network Topologies to Support the Global Multi-Domain Community
• SiO 2–silver Metasurface architectures for ultrasensitive and tunable Plasmonic biosensing
• From 25 Gb/s to 50 Gb/s TDM PON: transceiver architectures, their performance, standardization aspects, and cost modeling
• Model-Based Deep Encoding Based on USB Transmission for Modern Edge Computing Architectures
• Spintronics with compensated ferrimagnets
• Security architectures in wireless sensor network
• Focused Ion Beam Lithography to Etch Nano-architectures into Microelectrodes.
• Design and analysis of programming platform for accelerated gpu-like architectures
• Integration of Leaky-Integrate-and-Fire-Neurons in Deep Learning Architectures
• Bottom-up and top-down neuromorphic processor design: Unveiling roads to embedded cognition
• Neural Architectures towards Invariant Representation Learning
• The pattern theory of self in artificial general intelligence: A theoretical framework for modeling self in biologically inspired cognitive architectures
• Optimizing streaming parallelism on heterogeneous many-core architectures
• Study on the identification and the extent of decay of the wooden components in the Xichuan Guild Hall ancient architectures
• Mechanistic Insights to Degradation of PERC Minimodules with Differentiated Packaging Materials & Module Architectures
• Cloud Fog Architectures in 6G Networks
• Inertial Radio SLAM: Standalone and Collaborative Architectures
• Synthesis of MOF-on-MOF architectures in the context of interfacial lattice matching
• How to document computer networks
• Multilingual ICD-10 Code Assignment with Transformer Architectures using MIMIC-III Discharge Summaries
• A Multi-User, Single-Authentication Protocol for Smart Grid Architectures
• Performance Analysis of Speck Cipher Using Different Adder Architectures
• Evaluating system architectures for driving range estimation and charge planning for electric vehicles
• Optical Architectures for Displays and Sensing in Augmented, Virtual, and Mixed Reality (AR, VR, MR)
• Opportunities for ionic liquid/ionogel gating of emerging transistor architectures
• Finger vein biometrics: taxonomy analysis, open challenges, future directions, and recommended solution for decentralised network architectures
• UV-Induced Degradation of High-Efficiency Solar Cells with Different Architectures
• Computer vision and deep learning techniques for the analysis of drone-acquired forest images, a transfer learning study
• Evaluation of Future Topologies and Architectures for High-Reliability Electrical Distribution Systems
• Efficient treatment of large active spaces through multi-GPU parallel implementation of direct configuration interaction
• A Data Access Model for Privacy-Preserving Cloud-IoT Architectures
• Universal approximation of input-output maps and dynamical systems by neural network architectures
• Optimizing Deep Learning Recommender Systems’ Training On CPU Cluster Architectures
• Efficient elliptic solvers for higher order DG discretisations on modern architectures and applications in atmospheric modelling
• Benchmarking deep learning architectures for predicting readmission to the ICU and describing patients-at-risk
• Architectures of Cloud-enabled Cyber Physical Systems—a Systematic Mapping Study
• Full body pose estimation of construction equipment using computer vision and deep learning techniques
• On line detection of defective apples using computer vision system combined with deep learning methods
• New architectures for migration governance: NAFTA and transnational activism around migrants’ rights
• A call recognition approach for endangered or threatened chorusing amphibian species using deep learning architectures
• Adaptable realization of industrial analytics functions on edge-devices using reconfigurable architectures
• ARMv8-A System Semantics: Instruction Fetch in Relaxed Architectures
• Design Space Exploration with Deterministic Latency Guarantees for Crossbar MPSoC Architectures
• HybriD-GM: parallel model for quantum computing targeted to hybrid architectures
• TeraChem: A graphical processing unit‐accelerated electronic structure package for large‐scale ab initio molecular dynamics
• Highly-Digital Architectures and Integrated Front-Ends for Multi-Antenna Ground-Penetrating Radar (GPR) Systems
• An Efficient Code-Domain NOMA Transceiver for mm-Wave Hybrid Massive MIMO Architectures
• Searching CUDA code autotuning spaces with hardware performance counters: data from benchmarks running on various GPU architectures
• Availability, Integrity, and Confidentiality for Content Centric Network internet architectures
• Towards facilities for modeling and synthesis of architectures for resource allocation problem in systems engineering
• High level programming abstractions for leveraging hierarchical memories with micro-core architectures
• Demonstration of the QCCD trapped-ion quantum computer architecture
• ACCORDANT: A domain specific-model and DevOps approach for big data analytics architectures
• Evaluating single-and multi-headed neural architectures for time-series forecasting of healthcare expenditures
• The building blocks of a brain-inspired computer
• Autonomous formation of a user model based on digital footprint data in the internet space based on training multi-agent neurocognitive architectures
• Novel architectures for spectator crowd image analysis
• Cu2Se-based thermoelectric cellular architectures for efficient and durable power generation
• Transform Network Architectures for Deep Learning based End-to-End Image/Video Coding in Subsampled Color Spaces
• Evaluating Online and Offline Accuracy Traversal Algorithms for k-Complete Neural Network Architectures
• Capturing information processes with variable domains
• 3D-Printed Ceramic Bone Scaffolds with Variable Pore Architectures
• High Level Platform for Application Specific Integrated Circuit architectures modeling
• Architectures of Body Built-In Current Sensors for Detection of Transient Faults
• Towards Optimal Architectures for Hazard Monitoring Based on Sensor Networks and Crowdsensing
• Deep SAR matrix: SAR matrix expansion for advanced analog design using deep learning architectures
• Hardware Abstractions for targeting EDDO Architectures with the Polyhedral Model
• ADEPT: a domain independent sequence alignment strategy for gpu architectures
• Iron-based metal-organic frameworks integrated into 3D printed ceramic architectures
• A Systematic Literature Review of Security Patterns and Architectures for IoT
• Thinking like a naturalist: Enhancing computer vision of citizen science images by harnessing contextual data
• Cache telepathy: Leveraging shared resource attacks to learn {DNN} architectures
• SLPal: Accelerating Long Sequence Alignment on Many-Core and Multi-Core Architectures
• Classification of Chromosomal DNA Sequences Using Hybrid Deep Learning Architectures
• Research on term extraction technology in computer field based on wireless network technology
• A universal approximation method and optimized hardware architectures for arithmetic functions based on stochastic computing
• … of spatial ontologies in the intelligent decision-making system of a mobile agricultural robot based on the self-organization of multi-agent neurocognitive architectures
• A network science-based assessment methodology for robust modular system architectures during early conceptual design
• Application of Convoluted Neural Network and Its Architectures for Fungal Plant Disease Detection
• Modelling and verification of parameterized architectures: A functional approach
• SqueezeBERT: What can computer vision teach NLP about efficient neural networks?
• Probabilistic wind power forecasting combining deep learning architectures
• A high-bandwidth and low-cost data processing approach with heterogeneous storage architectures
• Plan-Like Architectures
• CNN-LSTM deep learning architecture for computer vision-based modal frequency detection
• A Teleoperation Framework Enabling Online Switching of Various Architectures and Controllers
• Direct ink writing of 3D thermoelectric architectures for fabrication of micro power generators
• QCA Designer: A simulation and Design Layout Tool for QCA based Nano Domain Computing Architectures
• Sustainability Analysis in Data Center Dense Architectures
• Methodology for efficient CNN architectures in profiling attacks
• The architecture of computer hardware, systems software, and networking: An information technology approach
• Enabling spike-based backpropagation for training deep neural network architectures
• Computer vision system for measuring individual cow feed intake using RGB-D camera and deep learning algorithms
• Evaluating the performance of HPC-style SYCL applications
• On Routing Scalability in Flat SDN Architectures
• Code Generation for Synchronous Control Asynchronous Dataflow Architectures
• Token ring arbitration scheme for on-chip CDMA bus architectures
• Messing up the Domestic: Queer Bodies Expanding Architectures
• Efficient Hardware Architectures for 2-D BCH Codes in the Frequency Domain for Two-Dimensional Data Storage Applications
• Energy-driven design space exploration of tiling-based accelerators for heterogeneous multiprocessor architectures
• Internet of Drones: a Survey on Communications, Technologies, Protocols, Architectures and Services
• [PS][PS] IMPLEMENTING PROLOG ON MULTITHREADED ARCHITECTURES
• Cross-section bead image prediction in laser keyhole welding of AISI 1020 steel using deep learning architectures
• Considering Safety Requirements in Design Phase of Future E/E Architectures
• Towards a data-centric architecture in the automotive industry
• Exploring Applications of STT-RAM in GPU Architectures
• Identification of networking quantum teleportation on 14-qubit IBM universal quantum computer
• Photonics for artificial intelligence and neuromorphic computing
• Detection and removal of biases from brain MR images using adversarial architectures
• Enhancing Performance in Scientific Applications with Energy and Resilience Constraints from Modern Architectures
• … droplets with end-grafted polymers within Pickering emulsions versus grafting-density, solvent quality and monomer concentration and phase diagrams architectures
• Computer-inspired quantum experiments
• Wireless Localisation in WiFi using Novel Deep Architectures
• Different types of polyoxometalate-directed diverse architectures derived from the rigid ligand pyrazine-bis (triazole): assembly, electrocatalysis, and dye adsorption
• Deep learning architectures applied to wind time series multi-step forecasting
• OPTIMAL ARCHITECTURES FOR OAM BASED COMMUNICATIONS IN ATTENUATED UNDERWATER AND TURBULENT FREE-SPACE COMMUNICATIONS
• Going Cognitive: A Demonstration of the Utility of Task-General Cognitive Architectures for Adaptive Robotic Task Performance
• A computer vision based rebar detection chain for automatic processing of concrete bridge deck GPR data
• SynCron: Efficient Synchronization Support for Near-Data-Processing Architectures
• Exploring deep spatio-temporal fusion architectures towards late temporal modeling of human action recognition
• Enclave Computing Paradigm: Hardware-assisted Security Architectures & Applications
• P‐SCADA‐A novel area and energy efficient FPGA architectures for LSTM prediction of heart arrthymias in biot applications
• Error Detection Architectures for Ring Polynomial Multiplication and Modular Reduction of Ring-LWE in Benchmarked on ASIC
• Intent Classification in Question-Answering Using LSTM Architectures
• Neural predictor for neural architecture search
• Flowsheet simulation of solids processes: current status and future trends
• Cross-layer methods for energy-efficient inference using in-memory architectures
• Generalizable Architectures and Principles of Informatics for Scalable Personalized and Precision Medicine (PPM) Decision Support
• On Becoming a Conspiracy Thinker: A Second-Order Adaptive Network Model
• Productivity, performance, and portability for computational fluid dynamics applications
• Big Data Applications and Architectures for Emerging Countries
• Computer Organization and Design MIPS Edition: The Hardware/Software Interface
• Tradespace Exploration of Space Settlement Architectures Using Long-term Cost and Benefit Metrics
• The effect of rod orientation on the strength of highly porous filament printed 3D SiC ceramic architectures
• Estimation of Test Data Volume for Scan Architectures with Different Numbers of Input Channels
• End-to-End Virtual Accelerators (EVA)
• Review on Mobile Web Service Architectures and Challenges
• Privacy Smells: Detecting Privacy Problems in Cloud Architectures
• A Scalable Platform for QEMU Based Fault Effect Analysis for RISC-V Hardware Architectures
• Scheduling irregular dataflow pipelines on SIMD architectures
• Termination detection for fine-grained message-passing architectures
• Feedback on the Design Processes for the Materialization of Informed Architectures
• Spatial pyramid based graph reasoning for semantic segmentation
• Siamese neural networks for EEG-based brain-computer interfaces
• 7 Classification of Diabetic Retinopathy by Applying an Ensemble of Architectures
• Fast and Scalable Sparse Triangular Solver for Multi-GPU Based HPC Architectures
• Efficient arbitrary simultaneously entangling gates on a trapped-ion quantum computer
• Computer vision based detection of external defects on tomatoes using deep learning
• A Systematic Search over Deep Convolutional Neural Network Architectures for Screening Chest Radiographs
• A review of computer vision technologies for plant phenotyping
• Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization
• Performance Portable Supernode-based Sparse Triangular Solver for Manycore Architectures
• Amplifier Architectures for Wireless Communication Systems
• A computer-assisted algorithm for narrow-band imaging-based tissue characterization in Barrett’s esophagus
• Hereditary information processes with semantic modeling structures
• Law for Computer Scientists and Other Folk
• Low-latency and high-throughput software turbo decoders on multi-core architectures
• BLAZE: blazing fast privacy-preserving machine learning
• On modularity in reactive control architectures, with an application to formal verification
• Establishing the quantum supremacy frontier with a 281 pflop/s simulation
• Bridging themes: short protein segments found in different architectures
• Differential levels of dermatan sulfate generate distinct Collagen I gel architectures
• Side Channel Leakage Assessment Strategy On Attack Resistant AES Architectures
• Towards learning convolutions from scratch
• Traceability and Detection of Counterfeit Medicines in Pharmaceutical Supply Chain Using Blockchain-Based Architectures
• Detection and mitigation of DDoS attacks in SDN: A comprehensive review, research challenges and future directions
• Islamic Architectures of Self-Inclusion and Assurance in a Multicultural Society
• Preparing sparse solvers for exascale computing
• Computer-mediated communication in the age of communication visibility
• A Siren in Babylon: the spatiality and architectures of Myra/Myron
• An Identity-matching Process to Strengthen Trust in Federated-identity Architectures
• Simple Behavioral Analysis (SimBA): an open source toolkit for computer classification of complex social behaviors in experimental animals
• Architectural Strategy to Enhance the Availability Quality Attribute in System-of-Systems Architectures: a Case Study
• Variational quantum circuits for deep reinforcement learning
• Testing integrato di architetture micro front-end= Integrated testing of micro front-end architectures
• (Special Topic Submission) Enabling Domain-Specific Architectures with an Open-Source Soft-Core GPGPU
• Can microservice-based online-retailers be used as an SPL? a study of six reference architectures
• Parallel implementation of the image block representation using OpenMP
• Ultrafast machine vision with 2D material neural network image sensors
• Spintronics-based Architectures for non-von Neumann Computing
• Computer vision for behaviour-based safety in construction: A review and future directions
• Exploring deep learning architectures and reliability of several datasets to predict protein-protein interactions
• Better together: Elements of successful scientific software development in a distributed collaborative community
• QuickSampling v1. 0: a robust and simplified pixel-based multiple-point simulation approach
• Unsupervised Deep Learning Architectures
• Eeg-based brain-computer interfaces (bcis): A survey of recent studies on signal sensing technologies and computational intelligence approaches and their …
• Game-theoretic model of data transmission in wireless networks with various architectures
• Vers de nouvelles architectures intelligentes pour l’Internet des véhicules
• Complexity Analysis of Hardware Architectures for Intra Prediction unit of High Efficiency Video Coding (HEVC)
• Understanding cities with machine eyes: A review of deep computer vision in urban analytics
• Allele-specific single-cell RNA sequencing reveals different architectures of intrinsic and extrinsic gene expression noises
• Advanced Concepts and Architectures for Plasma-Enabled Material Processing
• Multi-Processor System-on-Chip 1: Architectures
• P‐1.2: Self‐Diver‐Intelligent‐Pixel Architectures in In‐Ga‐Zn‐O Technology for Special‐Shaped Panel
• Deep learning and deep knowledge representation in Spiking Neural Networks for Brain-Computer Interfaces
• Spin-flip methods in quantum chemistry
• Low Power Network on Chip Architectures: A Survey
• Extracting Data-Level Parallelism in High-Level Synthesis for Reconfigurable Architectures
• Automatically designing CNN architectures using the genetic algorithm for image classification
• Computer vision technology in agricultural automation—A review
• A review of computer vision–based structural health monitoring at local and global levels
• Computer vision and machine learning enabled soybean root phenotyping pipeline
• Networked and autonomous model-scale vehicles for experiments in research and education
• Assessment of Convolutional Neural Network Architectures for Earthquake-Induced Building Damage Detection based on Pre-and Post-Event Orthophoto Images
• Computer‐aided diagnosis in the era of deep learning
• Common Patterns in Microservice Architectures
• PIXEL: Photonic neural network accelerator
• Atomistic Modeling and Structure-Property Relationship of Topologically Accurate Complex Nanotube Junction Architectures
• Modular Block-diagonal Curvature Approximations for Feedforward Architectures (Supplementary Material)
• When i look into your eyes: A survey on computer vision contributions for human gaze estimation and tracking
• Exploiting dimensionality reduction and neural network techniques for the development of expert brain–computer interfaces
• Bioprinting of multimaterials with computer-aided design/computer-aided manufacturing
• Digital transformation in the manufacturing industry: technologies and architectures
• Having your cake and eating it: Exploiting Python for programmer productivity and performance on micro-core architectures using ePython
• Impact du codage impulsionnel sur l’efficacité énergétique des architectures neuromorphiques
• Learning Sparse Matrix Row Permutations for Efficient SpMM on GPU Architectures
• An Algorithm for Recovering the Characteristics of the Initial State of Supernova
• Design and development of human computer interface using electrooculogram with deep learninG
• Agent-Based Modeling, Large-Scale Simulations
• A Capability Approach for Designing Business Intelligence and Analytics Architectures.
• An efficient dataflow accelerator for scientific applications
• Time-Encoding Analog-to-Digital Converters: Bridging the Analog Gap to Advanced Digital CMOS? Part 2: Architectures and Circuits
• Dual‐Gated MoS2 Memtransistor Crossbar Array
• Comparative study on power module architectures for modularity and scalability
• Unsupervised quantum gate control for gate-model quantum computers
• Computer Architecture
• Architetture di elaborazione dati in streaming per analisi e previsione di serie temporali= Streaming data processing architectures for time series analysis and …
• A light trap and computer vision system to detect and classify live moths (Lepidoptera) using tracking and deep learning
• Covid-19 control by computer vision approaches: A survey
• The Evolving US Distribution System: Technologies, Architectures, and Regulations for Realizing a Transactive Energy Marketplace
• Crafting Co-Creative Enterprise Architectures
• SoK: Computer-aided cryptography
• Performance analysis of single board computer clusters
• … Behavior of Polymeric Selective Laser Sintered Ligament and Sheet based Lattices of Triply Periodic Minimal Surface Architectures Aliaa M. Abou-Ali1, 2 …
• Computer network simulation with ns-3: A systematic literature review
• RECEIVER ARCHITECTURES AND ALGORITHMS FOR NON-ORTHOGONAL MULTIPLE ACCESS
• dom2vec: Capturing domain structure and function using self-supervision on protein domain architectures
• Assumptions about frequency-dependent architectures of complex traits bias measures of functional enrichment
• Accounting for variance in machine learning benchmarks
• Computer-aided tumor detection in automated breast ultrasound using a 3-D convolutional neural network
• A computer vision-based method for spatial-temporal action recognition of tail-biting behaviour in group-housed pigs
• Exploring different Convolutional Neural Networks architectures to identify cells in spheroids
• All-Passive Hardware Architectures for Neuromorphic Computation
• Les meilleurs agents sont ceux qu’on ne simule pas: vers des architectures de simulation multi-paradigmes?
• Ambient Assisted living system’s models and architectures: A survey of the state of the art (vol 32, pg 1, 2018)
• Automated Swarm Design Architectures for Reconnaissance of Small Bodies
• Breaking the curse of space explosion: Towards efficient nas with curriculum search
• An Accurate EEGNet-based Motor-Imagery Brain–Computer Interface for Low-Power Edge Computing
• DrPin: A dynamic binary instumentator for multiple processor architectures
• Computer-inspired concept for high-dimensional multipartite quantum gates
• Fast sparse convnets
• Data augmentation and pretraining for template-based retrosynthetic prediction in computer-aided synthesis planning
• OpenQL: A portable quantum programming framework for quantum accelerators
• Label‐free leukemia monitoring by computer vision
• Artificial intelligence for the computer-aided detection of periapical lesions in cone-beam computed tomographic images
• Orbital Fueling Architectures Leveraging Commercial Launch Vehicles for More Affordable Human Exploration
• Analysis of facial information for healthcare applications: A survey on computer vision-based approaches
• Modeling Novel Non-JTAG IEEE 1687-Like Architectures
• Real-time terahertz meta-cryptography using polarization-multiplexed graphene-based computer-generated holograms
• Sgas: Sequential greedy architecture search
• Computer-aided histopathological image analysis techniques for automated nuclear atypia scoring of breast cancer: a review
• A deep‐learning‐based computer vision solution for construction vehicle detection
• … : Unsupervised protein domain embeddings capture domains structure and function providing data-driven insights into collocations in domain architectures
• Voxceleb: Large-scale speaker verification in the wild
• CYBELE–Fostering precision agriculture & livestock farming through secure access to large-scale HPC enabled virtual industrial experimentation …
• Current Status, Challenges, and Possible Solutions of EEG-Based Brain-Computer Interface: A Comprehensive Review
• Computer-aided diagnosis systems for osteoporosis detection: A comprehensive survey
• Resilience and Effective Learning in First-Year Undergraduate Computer Science
• Handbook of computer networks and cyber security
• The Manufacturing Planning and Control System: A Journey Towards the New Perspectives in Industry 4.0 Architectures
• Towards simulating 2D effects in lattice gauge theories on a quantum computer
• Enhanced accuracy for multiclass mental workload detection using long short-term memory for brain–computer interface
• Fpga Remote Laboratory: Experience in Upna and Unifesp
• Hardware Architectures for Deep Learning
• Flexible and scalable FPGA-oriented design of multipliers for large binary polynomials
• PROMETEO: A CNN-Based Computer-Aided Diagnosis System for WSI Prostate Cancer Detection
• Big data visualization and analytics: Future research challenges and emerging applications
• A method for embedding a computer vision application into a wearable device
• Quantum computer-aided design of quantum optics hardware
• Evaluating scalable bayesian deep learning methods for robust computer vision
• Image Classification Using LeNet
• Spectra of perfect state transfer Hamiltonians on fractal-like graphs
• A review on near-duplicate detection of images using computer vision techniques
• Deep learning in olive pitting machines by computer vision
• A scalable photonic computer solving the subset sum problem
• Scaled resistively-coupled VO2 oscillators for neuromorphic computing
• Eva-CiM: A system-level performance and energy evaluation framework for computing-in-memory architectures
• Ultrafast spectroscopy of photoactive molecular systems from first principles: Where we stand today and where we are going
• Towards fault adaptive routing in metasurface controller networks
• Reconfigurable RF and Wireless Architectures Using Ultra-stable Micro-and Nano-electromechanical Oscillators: Emerging Devices, Circuits, and Systems
• Software tools for quantum control: Improving quantum computer performance through noise and error suppression
• Solving the Shallow Water Equations on Heterogeneous Architectures with Kokkos
• Surrogate modeling of advanced computer simulations using deep Gaussian processes
• Surface damage detection for steel wire ropes using deep learning and computer vision techniques
• Parallel gaussian elimination of symmetric positive definite band matrices for shared-memory multicore architectures
• Hybrid deliberative/reactive robot architectures for human robot collaboration employing Augmented Reality techniques and wearable sensors.
• Deep learning computer-aided diagnosis for breast lesion in digital mammogram
• Deep Convolutional Neural Networks for Classification of Interstitial Lung Disease
• Reviewing GPU architectures to build efficient back projection for parallel geometries
• Highly efficient, linear-scaling seminumerical exact-exchange method for graphic processing units
• Dual transcriptome and metabolic analysis of Vitis vinifera cv. Pinot Noir berry and Botrytis cinerea during quiescence and egressed Infection
• Approches de classification des images à grande échelle sur des architectures massivement parallèles.
• Current evidence on computer-aided diagnosis of celiac disease: systematic review
• Assessment of reference architectures and reference models for ambient assisted living systems: Results of a systematic literature review
• Convolutional neural network: a review of models, methodologies and applications to object detection
• Block-wisely supervised neural architecture search with knowledge distillation
• Efficient processing of deep neural networks
• Generalized and mechanistic PV module performance prediction from computer vision and machine learning on electroluminescence images
• Machine learning and big scientific data
• An ecologically motivated image dataset for deep learning yields better models of human vision
• Ambient Assisted living system’s models and architectures: A survey of the state of the art
• Nonparametric self-exciting models for computer network traffic
• The world computer: Derivative conditions of racial capitalism
• Continuously Active Transcriptional Programs are Required to Build Expansive Serotonergic Axon Architectures
• Hybrid multi-model multi-platform (hm3p) databases
• Exceeding conservative limits: A consolidated analysis on modern hardware margins
• Applicability of Various Pre-Trained Deep Convolutional Neural Networks for Pneumonia Classification based on X-Ray Images
• Understanding and robustifying differentiable architecture search
• Nuts and Bolts of Deep Learning for Computer Vision
• A volumetric framework for quantum computer benchmarks
• Review on computer aided weld defect detection from radiography images
• Investigation of Granite Deformation Process under Axial Load Using LSTMBased Architectures
• Controlling synthetic characters in simulations: a case for cognitive architectures and sigma
• Think fast: a tensor streaming processor (TSP) for accelerating deep learning workloads
• The future of sea ice modeling: where do we go from here?
• SIMD programming using Intel vector extensions
• Méthodologie pour l’optimisation logicielle de structures de données pour les architectures hautes performances à mémoires complexes
• DrPin: a dynamic binary instrumentator for multiple processor architectures= DrPin: um instrumentador dinâmico de binários para múltiplas arquiteturas de …
• Performance Evaluation of Deep Learning Architectures on Time Series Datasets

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Advanced Topics in Computer Architecture

• The department

This course aims to provide students with an introduction to a range of advanced topics in computer architecture. It will explore the current and future challenges facing the architects of modern computers. These will also be used to illustrate the many different influences and trade-offs involved in computer architecture.

On completion of this module students should:

• understand the challenges of designing and verifying modern microprocessors
• be familiar with recent research themes and emerging challenges
• appreciate the complex trade-offs at the heart of computer architecture

Each seminar will focus on a different topic:

• Trends in computer architecture
• State-of-the-art microprocessor design
• Memory system design
• Hardware reliability
• Specification, verification and test
• Hardware security (2)
• HW accelerators and accelerators for machine learning

Each two hour seminar will include three student presentations (15mins) questions (5mins) and a broader discussion of the topics (around 30mins). The last part of the seminar will include a short scene setting lecture (around 20mins) to introduce the following week's topic.

Each week students will compare and contrast two of the main papers and submit a written summary and review in advance of each seminar (except when presenting).

Students will be expected to give a number of 15 minute presentations.

Essays and presentations will be marked out of 10. After dropping the lowest mark, the remaining marks will be scaled to give a final score out of 100.

Students will give at least one presentation during the course. They will not be required to submit an essay during the weeks they are presenting.

Each presentation will focus on a single paper from the reading list. Marks will be awarded for clarity and the communication of the paper's key ideas, an analysis of the work's strengths and weaknesses and the work’s relationship to related work and broader trends and constraints.

Recommended prerequisite reading

Patterson, D. A., Hennessy, J. L. (2017). Computer organization and design: The Hardware/software interface RISC-V edition Morgan Kaufmann. ISBN 978-0-12-812275-4.

Hennessy, J. and Patterson, D. (2012). Computer architecture: a quantitative approach . Elsevier (5th ed.) ISBN 9780123838728. (the 3rd and 4th editions are also relevant)

Further Information

Due to COVID-19, the method of teaching for this module will be adjusted to cater for physical distancing and students who are working remotely. We will confirm precisely how the module will be taught closer to the start of term.

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• Computer Laboratory

Computer Architecture Group

Projects and research topics

• Loki Processor
• CHERI Project
• IOSEC Project
• SafeBet Project
• POETS Project
• Research Platforms
• ACS & Part II/III Project Suggestions
• Selected Publications
• Open source components
• Group Meetings
• Contact Details »

Please consult the personal web pages of group members to see the board range of projects and research interests.

Current Funded Projects

• Loki processor
• CTSRD - Rethinking the hardware-software security interface
• HELIX - Automatic parallelisation
• POETS - Architectures for massively-parallel event triggered systems
• IOSEC - Protection and Memory Safety for Input/Output Security
• SafeBet - Memory capabilities to enable safe, aggressive speculation in processors

We've developed a variety of hardware platforms to support this research.

Research Topics

Languages and compilers for multi-core architectures.

• Compiling for fine-grain parallel processing arrays
• Task partitioning for multi-core network processors

On-chip and multi-chip interconnection networks

• Low-latency and low-power on-chip networks
• Multi-wavelength optical switch networks (Opt-Net)
• Enhancing FPGA architectures with on-chip networks
• On-chip fault-tolerant communication
• Locally-clocked and asynchronous on-chip networks
• Asynchronous, area-efficient, pulse-based interconnects

Processor Architecture

• Low-complexity superscalar processor architectures
• Techniques for improving cache utilisation

Programmable processing substrates

• Fine-grain parallel communication-centric processor architectures
• Active on-chip networks
• Flexible support for speculation, synchronization and coherency

Selected Previous Projects

Mrc2 - resilient cloud computing.

MRC2 built on the CTSRD project by extending the techniques to multiprocessors and multirack systems, and added many networking components.

BIMPA - Biologically inspired massively parallel architectures

The BIMPA project looked at full-custom FPGA-based compute pipelines and also distributed vector processors on FPGA for high performance neural execution. See the BIMPA project page for more details.

Communication centric computer design

• This project focused on communication as a first class design constraint.
• One outcome was Dan Greenfield's award winning Ph.D. thesis on Communication Locality in Computation: Software, Chip Multiprocessors and Brains
• The Communication centric computer design (C3D) project

Hardware security

• Technology- and circuit-level countermeasures to side-channel analysis attacks
• 3rd generation smart card project (G3Card)

Sensor networks

• WiredSense - Dense wired sensor networks

Novel approaches to system-timing

• Self-timed circuitry for global clocking
• Globally-Asynchronous Locally-Synchronous (GALS) systems
• Data-driven clocking
• Asynchronous circuit and processor design
• © 2019 Computer Laboratory, University of Cambridge Information provided by Simon Moore