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Parallel Spiking Unit for Efficient Training of Spiking Neural Networks 会议论文
International Joint Conference on Neural Networks, YOKOHAMA, 30 June - 5 July 2024
作者:  Yang Li;  Yinqian Sun;  Xiang He;  Yiting Dong;  Dongcheng Zhao;  Yi Zeng
Adobe PDF(959Kb)  |  收藏  |  浏览/下载：4/0  |  提交时间：2024/05/31
Spiking Neural Network  Parallel Computation  Spiking Neuron Model  Neuromorphic Computing  
Efficient and Accurate Converted Spiking Neural Network with Burst Spikes 会议论文
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, Vienna, 23-29 July 2022
作者:  Yang Li;  Yi Zeng
Adobe PDF(641Kb)  |  收藏  |  浏览/下载：16/4  |  提交时间：2024/05/30
Spiking Neural Networks  Conversion  Burst Spike  
BSNN: Towards faster and better conversion of artificial neural networks to spiking neural networks with bistable neurons 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 13
作者:  Li, Yang;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(3930Kb)  |  收藏  |  浏览/下载：228/1  |  提交时间：2022/11/21
spiking neural network  bistability  neuromorphic computing  image classification  conversion  
Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:  Sun, Yinqian;  Zeng, Yi;  Li, Yang
Adobe PDF(1561Kb)  |  收藏  |  浏览/下载：227/33  |  提交时间：2022/11/14
brain-inspired decision model  SDQN  reinforcement learning  potential normalization  spiking activity