Chip Industry Technical Paper Roundup: Sept 23


New technical papers recently added to Semiconductor Engineering’s library: [table id=478 /] Find more semiconductor research papers here. » read more

KAN Acceleration: Algorithm Hardware Co-Design Approach (Georgia Tech, National Tsing Hua Univ., TSMC)


A new technical paper titled "Hardware Acceleration of Kolmogorov-Arnold Network (KAN) in Large-Scale Systems" was published by researchers at Georgia Institute of Technology, National Tsing Hua University and TSMC. Abstract "Recent developments have introduced Kolmogorov-Arnold Networks (KAN), an innovative architectural paradigm capable of replicating conventional deep neural network (DNN... » read more

Chip Industry Technical Paper Roundup: Sept 8


New technical papers recently added to Semiconductor Engineering’s library: [table id=471 /] Find more semiconductor research papers here. » read more

Simulating HW with C Speed and RTL Accuracy for HLS Designs (Georgia Tech)


A new technical paper titled "OmniSim: Simulating Hardware with C Speed and RTL Accuracy for High-Level Synthesis Designs" was published by researchers at Georgia Institute of Technology. Abstract "High-Level Synthesis (HLS) is increasingly popular for hardware design using C/C++ instead of Register-Transfer Level (RTL). To express concurrent hardware behavior in a sequential language like ... » read more

Chip Industry Technical Paper Roundup: Sept 2


New technical papers recently added to Semiconductor Engineering’s library: [table id=469 /] Find more semiconductor research papers here. » read more

A Comparative Study With Horizontal and Verticals FETs (POSTECH, Georgia Tech)


A new technical paper titled "Vertical FET Optimization at Angstrom Nodes: A Comparative Study With Horizontal FET" was published by researchers at POSTECH and Georgia Institute of Technology. Abstract "For the first time, this study presents two novel vertical FET (VFET) structures and conducts a quantitative analysis to assess the competitiveness of VFET in comparison to two types of hori... » read more

Hardware Technologies And Algorithms for Vector Symbolic Architectures (Purdue Univ., Georgia Tech)


A new technical paper titled "Cross-Layer Design of Vector-Symbolic Computing: Bridging Cognition and Brain-Inspired Hardware Acceleration" was published by researchers at Purdue University and Georgia Institute of Technology. Abstract "Vector Symbolic Architectures (VSAs) have been widely deployed in various cognitive applications due to their simple and efficient operations. The widesprea... » read more

Chip Industry Technical Paper Roundup: August 26


New technical papers recently added to Semiconductor Engineering’s library: [table id=467 /] Find more semiconductor research papers here. » read more

Scheduling Architecture Integrated With M3D BEOL Memories For LLM Inference (Georgia Tech, Samsung)


A new technical paper titled "Architecting Long-Context LLM Acceleration with Packing-Prefetch Scheduler and Ultra-Large Capacity On-Chip Memories" was published by researchers at Georgia Institute of Technology and Samsung. Abstract "Long-context Large Language Model (LLM) inference faces increasing compute bottlenecks as attention calculations scale with context length, primarily due to t... » read more

3D Heterogeneous Integration System To Accelerate LLMs (Georgia Tech)


A new technical paper titled "A3D-MoE: Acceleration of Large Language Models with Mixture of Experts via 3D Heterogeneous Integration" was published by researchers at Georgia Institute of Technology. Abstract "Conventional large language models (LLMs) are equipped with dozens of GB to TB of model parameters, making inference highly energy-intensive and costly as all the weights need to be ... » read more

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