Toward High-Accuracy and Low-Latency Spiking Neural Networks With Two-Stage Optimization

Author:

Wang Ziming1ORCID,Zhang Yuhao2ORCID,Lian Shuang1ORCID,Cui Xiaoxin3ORCID,Yan Rui4ORCID,Tang Huajin5ORCID

Affiliation:

1. College of Computer Science and Technology, Zhejiang University, Hangzhou, China

2. Research Center for Intelligent Computing Hardware, Zhejiang Lab, Hangzhou, China

3. School of Integrated Circuits, Peking University, Beijing, China

4. College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China

5. College of Computer Science and Technology and the State Key Laboratory of Brain-Machine Intelligence, Zhejiang University, Hangzhou, China

Funder

National Natural Science Foundation of China

Key Research and Development Program of Zhejiang

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Software

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. Adaptive Multi-Level Firing for Direct Training Deep Spiking Neural Networks;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

2. Trainable Spiking-YOLO for low-latency and high-performance object detection;Neural Networks;2024-04

3. IM-LIF: Improved Neuronal Dynamics With Attention Mechanism for Direct Training Deep Spiking Neural Network;IEEE Transactions on Emerging Topics in Computational Intelligence;2024-04

4. TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks;IEEE Transactions on Neural Networks and Learning Systems;2024

同舟云学术

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