Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
Author:
Affiliation:
1. Peking University,Department of Computer Science and Technology,China
2. UMR5549 CNRS - Univ. Toulouse 3,Centre de Recherche Cerveau et Cognition (CERCO),France
Funder
National Natural Science Foundation of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9709627/9709628/09711070.pdf?arnumber=9711070
Reference65 articles.
1. Population dynamics of interacting spiking neurons
2. Networks of spiking neurons: the third generation of neural network models;maass;Neural Networks,1997
3. Gradient-based learning applied to document recognition
4. Learning multiple layers of features from tiny images;krizhevsky;Technical Report,2009
Cited by 230 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. SNN-BERT: Training-efficient Spiking Neural Networks for energy-efficient BERT;Neural Networks;2024-12
2. Gated parametric neuron for spike-based audio recognition;Neurocomputing;2024-12
3. Adaptive structure generation and neuronal differentiation for memory encoding in SNNs;Neurocomputing;2024-12
4. STCSNN: High energy efficiency spike-train level spiking neural networks with spatio-temporal conversion;Neurocomputing;2024-11
5. Directly training temporal Spiking Neural Network with sparse surrogate gradient;Neural Networks;2024-11
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