Early Termination Based Training Acceleration for an Energy-Efficient SNN Processor Design
Author:
Affiliation:
1. School of Electrical Engineering, Korea University, Seoul, Korea
Funder
National Research Foundation of Korea
IC Design Education Center
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Biomedical Engineering
Link
http://xplorestaging.ieee.org/ielx7/4156126/9827619/09794438.pdf?arnumber=9794438
Reference40 articles.
1. BRein Memory: A Single-Chip Binary/Ternary Reconfigurable in-Memory Deep Neural Network Accelerator Achieving 1.4 TOPS at 0.6 W
2. Hardware implementation of convolutional STDP for on-line visual feature learning
3. A 45nm CMOS neuromorphic chip with a scalable architecture for learning in networks of spiking neurons;seo;Proc IEEE Custom Integr Circuits Conf,2011
4. A Low Power, Fully Event-Based Gesture Recognition System
Cited by 4 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. ADC/DAC-Free Analog Acceleration of Deep Neural Networks With Frequency Transformation;IEEE Transactions on Very Large Scale Integration (VLSI) Systems;2024-06
2. Accelerating BPTT-Based SNN Training with Sparsity-Aware and Pipelined Architecture;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19
3. Dynamical memristive neural networks and associative self-learning architectures using biomimetic devices;Frontiers in Neuroscience;2023-04-20
4. A 5.3 pJ/Spike CMOS Neural Array Employing Time-Modulated Axon-Sharing and Background Mismatch Calibration Techniques;IEEE Transactions on Biomedical Circuits and Systems;2023-04
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3