An Optimized Deep Spiking Neural Network Architecture Without Gradients
Author:
Affiliation:
1. International Centre for Neuromorphic Systems, MARCS Institute, Western Sydney University, Sydney, NSW, Australia
Funder
Commonwealth of Australia through the Next Generation Technology Fund (NGTF) Cyber Call 2019
Defence Science and Technology Group, Department of Defence
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/6287639/9668973/09864144.pdf?arnumber=9864144
Reference78 articles.
1. Is Neuromorphic MNIST Neuromorphic? Analyzing the Discriminative Power of Neuromorphic Datasets in the Time Domain
2. Supervised Learning Based on Temporal Coding in Spiking Neural Networks
3. Training Deep Spiking Neural Networks Using Backpropagation
4. BP-STDP: Approximating backpropagation using spike timing dependent plasticity
5. Time-Warp–Invariant Neuronal Processing
Cited by 11 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. A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30
2. Real-Time Anomaly Detection Using Hardware-based Unsupervised Spiking Neural Network (TinySNN);2024 IEEE 33rd International Symposium on Industrial Electronics (ISIE);2024-06-18
3. An FPGA Implementation of An Event-Driven Unsupervised Feature Extraction Algorithm for Pattern Recognition;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19
4. Spike frequency adaptation: bridging neural models and neuromorphic applications;Communications Engineering;2024-02-01
5. A novel learning approach in deep spiking neural networks with multi-objective optimization algorithms for automatic digit speech recognition;The Journal of Supercomputing;2023-06-13
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