Computer Science - Hardware Architecture

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Hardware Architecture The Energy Efficient Future of Spiking Neural Networks

Exploring the potential of SNNs for efficient processing.

Ilkin Aliyev, Kama Svoboda, Tosiron Adegbija

20 hours ago ― 6 min read

Latest Articles

Hardware Architecture Improving Data Translation with PCAX

A new method enhances data address translation for better system efficiency.

Shyam Murthy, Gurindar S Sohi

Jun 20, 2025 ― 6 min read

Hardware Architecture Advancing Neural Network Frameworks in Science

A new framework enhances neural network processing for scientific research.

G Abarajithan, Zhenghua Ma, Zepeng Li

Jun 20, 2025 ― 6 min read

Distributed, Parallel, and Cluster Computing Understanding the JUPITER Benchmark Suite in HPC

A comprehensive tool for evaluating high-performance computing systems.

Andreas Herten, Sebastian Achilles, Damian Alvarez

Jun 19, 2025 ― 6 min read

Hardware Architecture Advancements in Edge Learning with TimeFloats Architecture

Discover the potential of TimeFloats for efficient edge learning and energy savings.

Maeesha Binte Hashem, Benjamin Parpillon, Divake Kumar

Jun 19, 2025 ― 5 min read

Hardware Architecture Advancements in VLSI Design Partitioning Using GNNs

Exploring machine learning techniques for efficient VLSI design partitioning.

Muhammad Hadir Khan, Bugra Onal, Eren Dogan

Jun 18, 2025 ― 6 min read

Artificial Intelligence AIvril: A New Approach to RTL Code Generation

AIvril enhances RTL code generation through automated syntax checking and functional verification.

Mubashir ul Islam, Humza Sami, Pierre-Emmanuel Gaillardon

Jun 18, 2025 ― 5 min read

Cryptography and Security Risks of Backdoor Attacks in Language Models

Learn how hidden triggers can manipulate language models and pose serious risks.

Abdullah Arafat Miah, Yu Bi

Jun 17, 2025 ― 6 min read

Cryptography and Security Securing Cryptographic Systems Against Side-Channel Attacks

Research reveals methods to protect against side-channel attacks on FPGAs.

Davide Galli, Adriano Guarisco, William Fornaciari

Jun 17, 2025 ― 5 min read

Hardware Architecture Improving RTL Code Optimization with RTLRewriter

RTLRewriter enhances RTL code optimization, making digital circuit design more efficient.

Xufeng Yao, Yiwen Wang, Xing Li

Jun 17, 2025 ― 8 min read

Hardware Architecture Improving Hardware Decompilation with Memory Recovery

A new method enhances hardware decompilation by recovering registers and memory blocks.

Varun Rao, Zachary D. Sisco

Jun 17, 2025 ― 5 min read

Cryptography and Security Advancing Chip Design for Greater Reliability

A new framework enhances chip resilience against security threats through diversity.

Ahmad T. Sheikh, Ali Shoker, Suhaib A. Fahmy

Jun 17, 2025 ― 7 min read

Machine Learning OPAL: A New Approach to Efficient Language Models

A method to enhance language models' efficiency and performance.

Jahyun Koo, Dahoon Park, Sangwoo Jung

Jun 16, 2025 ― 6 min read

Hardware Architecture HYDRA: A New Era for Deep Neural Networks on Edge Devices

HYDRA improves deep neural network efficiency for resource-limited edge devices.

Sonu Kumar, Komal Gupta, Gopal Raut

Jun 16, 2025 ― 5 min read

Hardware Architecture AI's Impact on Energy Consumption and Infrastructure

This article examines AI's growing energy needs and its implications for power systems.

Yuzhuo Li, Mariam Mughees, Yize Chen

Jun 16, 2025 ― 5 min read

Hardware Architecture Accelerating Large Language Models with Specialized Hardware

A look at hardware advancements making LLMs faster and more efficient.

Nikoletta Koilia, Christoforos Kachris

Jun 16, 2025 ― 6 min read

Hardware Architecture A New Approach to Transformers with Hybrid Processors

Hybrid processors improve efficiency and accuracy in Transformer models.

Ashkan Moradifirouzabadi, Divya Sri Dodla, Mingu Kang

Jun 15, 2025 ― 5 min read

Hardware Architecture Advancements in Image Processing with FPGAs

Explore how FPGAs improve real-time image processing efficiency and speed.

Nelson Campos, Eran Edirisinghe, Salva Chesnokov

Jun 15, 2025 ― 6 min read

Hardware Architecture Advancing Quantum Computing through Circuit Knitting

A new framework optimizes circuit knitting for better quantum computing performance.

Xiangyu Ren, Mengyu Zhang, Antonio Barbalace

Jun 13, 2025 ― 4 min read

Quantum Physics Improving Neutral Atom Quantum Computation with a New Compiler Technique

A new compiler technique enhances performance and reduces errors in neutral atom quantum computing.

Jason Ludmir, Tirthak Patel

Jun 12, 2025 ― 6 min read

Distributed, Parallel, and Cluster Computing Assessing the Impact of ML on HPC Datacenters

Analyzing the performance of HPC datacenters with ML and traditional workloads.

Xiaoyu Chu, Daniel Hofstätter, Shashikant Ilager

Jun 12, 2025 ― 6 min read

Performance Automating Performance Models for DNN Accelerators

A new method predicts DNN performance on various hardware quickly and accurately.

Konstantin Lübeck, Alexander Louis-Ferdinand Jung, Felix Wedlich

Jun 12, 2025 ― 7 min read

Cryptography and Security SoftHSM: A Cost-Effective Cybersecurity Solution

SoftHSM offers affordable protection against cyber threats for modern industries.

Joshua Tito Amael, Jazi Eko Istiyanto, Oskar Natan

Jun 11, 2025 ― 7 min read

Cryptography and Security Enhancing Cybersecurity in Industry with HSMs

A study on using HSMs to protect data in industrial settings.

Joshua Tito Amael, Oskar Natan, Jazi Eko Istiyanto

Jun 11, 2025 ― 5 min read

Hardware Architecture Count2Multiply: A Step Forward in Memory Computing

Count2Multiply improves matrix multiplication efficiency directly in memory systems.

João Paulo Cardoso de Lima, Benjamin Franklin Morris, Asif Ali Khan

Jun 11, 2025 ― 6 min read

Hardware Architecture Optimizing Weight Packing for In-Memory Computing in Neural Networks

A method to improve efficiency in neural networks using in-memory computing.

Pouya Houshmand, Marian Verhelst

Jun 11, 2025 ― 4 min read

Neural and Evolutionary Computing Advancements in Spiking Neural Networks with Analog Circuits

A new system leverages spiking neural networks for efficient data processing.

Nanako Kimura, Ckristian Duran, Zolboo Byambadorj

Jun 10, 2025 ― 5 min read

Machine Learning Advancing Hardware Design with Machine Learning Techniques

New methods improve high-level synthesis through efficient design space exploration.

Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding

Jun 9, 2025 ― 5 min read

Hardware Architecture Benchmarking AI Hardware Performance with CARAML

CARAML offers a new way to assess AI hardware efficiency in machine learning tasks.

Chelsea Maria John, Stepan Nassyr, Carolin Penke

Jun 9, 2025 ― 5 min read

Distributed, Parallel, and Cluster Computing RapidOMS: Transforming Protein Analysis in Mass Spectrometry

RapidOMS offers a faster, more efficient approach to mass spectrometry analysis.

Sumukh Pinge, Weihong Xu, Wout Bittremieux

Jun 8, 2025 ― 5 min read

Cryptography and Security Securing Firmware: A Crucial Need

Examining firmware vulnerabilities and the tools to enhance security.

Mahsa Farahani, Ghazal Shenavar, Ali Hosseinghorban

Jun 8, 2025 ― 7 min read

Hardware Architecture Advancements in On-Device Large Language Model Processing

New architecture enhances large language model performance on edge devices.

Zhongkai Yu, Shengwen Liang, Tianyun Ma

Jun 7, 2025 ― 5 min read

Distributed, Parallel, and Cluster Computing PASS: A New Way to Tackle Complex Problems

PASS uses probabilistic computing to efficiently solve difficult challenges in various fields.

Saavan Patel, Philip Canoza, Adhiraj Datar

Jun 7, 2025 ― 6 min read

Robotics The Role of Robot Dogs in Construction

Robot dogs may transform construction site monitoring and data collection.

Miguel Arturo Vega Torres, Fabian Pfitzner

Jun 7, 2025 ― 5 min read

Hardware Architecture Dynamic Precision in Scientific Computing

Lowering calculation precision without losing accuracy using R2F2 technology.

Cong "Callie" Hao

Jun 7, 2025 ― 6 min read

Hardware Architecture Improving Task Management in Mixed-Criticality Systems

A new framework enhances responsiveness in systems handling varied task priorities.

Jiapeng Guan, Ran Wei, Dean You

Jun 7, 2025 ― 6 min read

Hardware Architecture Innovative I/O Controller Enhances Timing Precision

A new controller improves timing accuracy in safety-critical systems.

Zhe Jiang, Shuai Zhao, Ran Wei

Jun 7, 2025 ― 7 min read

Computer Vision and Pattern Recognition Evaluating Deep Learning Models for Object Detection on Edge Devices

A study on object detection models' performance on small computing devices.

Daghash K. Alqahtani, Aamir Cheema, Adel N. Toosi

Jun 5, 2025 ― 8 min read

Cryptography and Security Enhancing Data Privacy with Memory-Centric Computing

A look into privacy-preserving computation and its efficiency through memory-centric designs.

Mpoki Mwaisela

Jun 5, 2025 ― 5 min read

Emerging Technologies Advancements in 3D Stacking Technology

Omni 3D technology enhances device performance and reduces space requirements.

Suhyeong Choi, Carlo Gilardi, Paul Gutwin

Jun 5, 2025 ― 5 min read

Quantum Physics Advancements in Quantum Error Correction: Hyperbolic Codes and FPNs

This article discusses new methods in quantum error correction using hyperbolic codes and Flag-Proxy Networks.

Suhas Vittal, Ali Javadi-Abhari, Andrew W. Cross

Jun 5, 2025 ― 5 min read