Live Demonstration: Low-energy Unstructured Sparsity-aware Spiking Attention and Convolution SNN Accelerator

Demonstration Type — Prepublication. This is the companion demonstration of our paper titled “A $0.078 \mathrm{~pJ} / \mathrm{SOP}$ Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array,” that was presented at the 2024 IEEE Custom Integrated Circuits Conference (CICC), Denver, CO, USA.

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Publication Details

Published
2024-10-24
DOI
https://doi.org/10.1109/biocas61083.2024.10798227
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
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Live Demonstration: Low-energy Unstructured Sparsity-aware Spiking Attention and Convolution SNN Accelerator

Jie Yang, Ziyang Shen, Chaoming Fang, Junzhe Wang et al.
Advanced Memory and Neural Computing
article

Live Demonstration: Low-energy Unstructured Sparsity-aware Spiking Attention and Convolution SNN Accelerator

Jie Yang, Ziyang Shen, Chaoming Fang, Junzhe Wang, Mohamad Sawan
article en

Abstract

Demonstration Type — Prepublication. This is the companion demonstration of our paper titled “A $0.078 \mathrm{~pJ} / \mathrm{SOP}$ Unstructured Sparsity-Aware Spiking Attention/Convolution Processor with 3D Compute Array,” that was presented at the 2024 IEEE Custom Integrated Circuits Conference (CICC), Denver, CO, USA.

Westlake University (CN)
Affordable and clean energy
Openalex Percentile: Top 78%
Advanced Memory and Neural Computing
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