Computer Science - Hardware Architecture

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Machine Learning Advancing Machine Learning with Tsetlin Machines on FPGA

Tsetlin Machines on FPGA enhance real-time learning with low power consumption.

2025-11-06T06:02:18+00:00 ― 6 min read

Latest Articles

Computer Vision and Pattern Recognition ColibriUAV: The Future of Drone Technology

ColibriUAV enhances drone performance with advanced cameras and efficient processing.

2025-11-01T22:54:30+00:00 ― 5 min read

Machine Learning Improving DNN Design for Edge Devices with LLMs

Utilizing Large Language Models to optimize DNNs for small devices.

2025-11-01T02:00:30+00:00 ― 6 min read

Hardware Architecture NetGAP: A New Method for Network Design

NetGAP automates network design for complex systems, enhancing adaptability and efficiency.

2025-10-31T23:22:30+00:00 ― 5 min read

Hardware Architecture Rethinking Carbon Emissions in Semiconductor Design

Examining the impact of heterogeneous integration on reducing carbon emissions in tech.

2025-10-30T23:48:24+00:00 ― 6 min read

Hardware Architecture Improving Deep Neural Networks with Residue Number System

Exploring how RNS can boost efficiency and precision in deep learning.

2025-10-30T18:00:48+00:00 ― 4 min read

Machine Learning Introducing MC-SpatialDropout for Efficient Machine Learning

A new method improves prediction reliability in neural networks using spintronics.

2025-10-30T04:03:24+00:00 ― 5 min read

Hardware Architecture Introducing Sparq: A New Processing Solution for Quantized Neural Networks

Sparq aims to improve performance in quantized neural networks with lower resource needs.

2025-10-30T00:45:54+00:00 ― 4 min read

Artificial Intelligence Ensuring Reliability in Deep Learning Accelerators for Self-Driving Cars

A new platform assesses deep learning accelerator performance for safe autonomous vehicles.

2025-10-28T23:52:48+00:00 ― 5 min read

Machine Learning New Framework for Fault Simulation in Neural Networks

MRFI offers a flexible approach to simulate faults in neural networks, enhancing reliability.

2025-10-28T23:44:54+00:00 ― 5 min read

Hardware Architecture Advancements in Scene Text Detection Hardware

A new hardware architecture improves scene text detection efficiency and accuracy.

2025-10-28T18:36:48+00:00 ― 5 min read

Hardware Architecture A New Framework for Electronic Design

This framework streamlines electronic design processes for engineers.

2025-10-28T10:58:36+00:00 ― 6 min read

Hardware Architecture The Future of Battery-Free IoT Devices

Exploring energy harvesting systems and intermittent computing for sustainable IoT solutions.

2025-10-28T08:28:30+00:00 ― 7 min read

Hardware Architecture The Shift Towards Spiking Neural Networks

Examining the rise of spiking neural networks in artificial intelligence.

2025-10-28T00:58:12+00:00 ― 5 min read

Machine Learning Accelerating Graph Neural Networks for Real-World Applications

A look at techniques to speed up Graph Neural Networks in complex datasets.

2025-10-27T15:45:12+00:00 ― 7 min read

Human-Computer Interaction Advancing Locomotion Technology in Virtual Reality

Explore the significance of locomotion technology in enhancing VR experiences.

2025-10-27T08:46:30+00:00 ― 6 min read

Cryptography and Security Citadel: Enhancing Security in Secure Enclaves

Citadel improves secure enclaves' protection and performance against attacks.

2025-10-27T07:03:48+00:00 ― 6 min read

Hardware Architecture Boosting Energy Efficiency with Heterogeneous Arithmetic Units

Exploring the benefits of using different-sized arithmetic units in computing systems.

2025-10-27T04:10:00+00:00 ― 5 min read

Neural and Evolutionary Computing Artificial vs. Spiking Neural Networks: A Comparison

Explore the differences between ANN and SNN in processing data.

2025-10-26T19:44:24+00:00 ― 6 min read

Hardware Architecture Advancements in Near-Memory Processing Systems

New designs improve data processing speed and efficiency through near-memory technology.

2025-10-26T13:41:00+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing Improving Graph Neural Networks with GIDS

GIDS optimizes large-scale graph training for better efficiency and speed.

2025-10-26T08:40:48+00:00 ― 6 min read

Hardware Architecture Dynamic Quantization in Deep Learning: ReDy Method

ReDy optimizes deep learning efficiency through dynamic quantization, reducing energy use.

2025-10-26T03:24:48+00:00 ― 5 min read

Cryptography and Security Understanding RowHammer: A Threat to Memory Security

RowHammer raises serious concerns about data integrity in modern computer memory systems.

2025-10-26T02:05:48+00:00 ― 5 min read

Hardware Architecture Challenges in Dynamic Random Access Memory Retention

Research reveals key issues affecting DRAM cell retention and performance.

2025-10-26T01:34:12+00:00 ― 5 min read

Hardware Architecture Addressing the Refresh Problem in DRAM Technology

Researchers tackle DRAM refresh issues to improve memory efficiency.

2025-10-26T01:18:24+00:00 ― 4 min read

Cryptography and Security Understanding RowPress: A New Memory Challenge

RowPress poses new risks to data safety in modern DRAM systems.

2025-10-25T22:56:12+00:00 ― 4 min read

Distributed, Parallel, and Cluster Computing Enhancing Precision in Matrix Multiplication with FPGAs

Discover how FPGA technology improves high-precision matrix multiplication.

2025-10-25T14:30:40+00:00 ― 4 min read

Hardware Architecture Introducing HashMem: A New Way to Speed Up Hashmaps

HashMem speeds up hashmaps by combining processing and memory.

2025-10-25T05:01:48+00:00 ― 6 min read

Cryptography and Security The Growing Threat of Hardware Trojans

Understanding Hardware Trojans and their impact on electronic device security.

2025-10-24T02:10:12+00:00 ― 5 min read

Cryptography and Security Building Resilient Hardware for Modern Challenges

Addressing risks in hardware design through resilience and collaboration.

2025-10-23T22:44:48+00:00 ― 6 min read

Hardware Architecture Chiplet Cloud: A Smart Solution for Language Models

Introducing Chiplet Cloud to support large language models efficiently and cost-effectively.

2025-10-23T17:36:42+00:00 ― 6 min read

Hardware Architecture Introducing NeuroBlend: A New Neural Network Design

NeuroBlend optimizes neural networks for efficiency and speed on hardware devices.

2025-10-22T20:09:00+00:00 ― 6 min read

Hardware Architecture Advancements in Memory-Immersed Digitization Technology

New techniques in digitization improve efficiency in deep learning and data processing.

2025-10-22T17:07:18+00:00 ― 6 min read

Hardware Architecture The Shift to In-Memory Computing and Neural Networks

A look at how in-memory computing is changing data processing.

2025-10-22T06:51:06+00:00 ― 7 min read

Hardware Architecture Advancing Spiking Neural Networks with FPGAs

Discover how SNNs and FPGAs create efficient AI solutions.

2025-10-22T06:27:24+00:00 ― 5 min read

Cryptography and Security Protecting Network-on-Chip Designs from Reverse Engineering Attacks

A method to secure NoC layouts against unauthorized access is proposed.

2025-10-21T12:40:54+00:00 ― 6 min read

Neural and Evolutionary Computing Advancing Data Representation in Deep Neural Networks

A look into alternative number systems enhancing DNN performance and efficiency.

2025-10-21T03:51:36+00:00 ― 4 min read

Hardware Architecture Advancements in MCMC Sampling with CIM Technology

CIM technology enhances MCMC sampling speed and energy efficiency for complex data analysis.

2025-10-19T13:40:36+00:00 ― 6 min read

Hardware Architecture New Method for Managing Prefetchers in Many-Core Systems

A simple model improves prefetcher selection, boosting performance up to 25%.

2025-10-19T01:57:30+00:00 ― 5 min read

Hardware Architecture Introducing the eGPU: A Leap in Soft Processing for FPGAs

The eGPU enhances soft processing capabilities within FPGAs for diverse applications.

2025-10-18T22:16:18+00:00 ― 4 min read

Hardware Architecture The Impact of Approximate Computing on Modern Systems

Approximate Computing balances quality and efficiency in today's tech landscape.

2025-10-17T17:26:12+00:00 ― 5 min read