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CASIA OpenIR
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Tuning Convolutional Spiking Neural Network With Biologically Plausible Reward Propagation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 11
作者:  Zhang, Tielin;  Jia, Shuncheng;  Cheng, Xiang;  Xu, Bo
收藏  |  浏览/下载：190/0  |  提交时间：2022/01/27
Neurons  Biology  Convolution  Biological neural networks  Tuning  Membrane potentials  Kernel  Biologically plausible computing  neuronal dynamics  reward propagation  spiking neural network (SNN)  
LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recognition 会议论文
, Yokohama, Japan, January 7-15, 2021
作者:  Xiang Cheng;  Yunzhe Hao;  Jiaming Xu;  Bo Xu
Adobe PDF(2275Kb)  |  收藏  |  浏览/下载：137/40  |  提交时间：2022/06/23
A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule 期刊论文
NEURAL NETWORKS, 2020, 卷号: 121, 期号: 2, 页码: 387-395
作者:  Hao, Yunzhe;  Huang, Xuhui;  Dong, Meng;  Xu, Bo
收藏  |  浏览/下载：232/0  |  提交时间：2020/03/30
Spiking neural networks  Dopamine-modulated spike-timing dependent plasticity  Pattern recognition  Supervised learning  Biologically plausibility  
Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network 期刊论文
PLOS ONE, 2018, 卷号: 13, 期号: 11, 页码: 19
作者:  Dong, Meng;  Huang, Xuhui;  Xu, Bo
收藏  |  浏览/下载：281/0  |  提交时间：2019/07/12
无  
A Brain-Inspired Decision-Making Spiking Neural Network and Its Application in Unmanned Aerial Vehicle 期刊论文
Frontiers in Neurorobotics, 2018, 期号: 12, 页码: 56
作者:  Zhao Feifei;  Zeng Yi;  Xu Bo
浏览  |  Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：293/81  |  提交时间：2019/04/22
Spiking Neural Network  Brain-inspired Decision-making  Dopamine Regulation  Multiple Brain Areas Coordination  Reinforcement Learning  UAV Autonomous Learning  
Brain-inspired Balanced Tuning for Spiking Neural Networks 会议论文
, Stockholm, Sweden, July 13-19, 2018
作者:  Zhang TL(张铁林);  Ceng Y(曾毅);  Zhao DC(赵东城);  Xu B(徐波);  Tielin Zhang, Yi Zeng
浏览  |  Adobe PDF(609Kb)  |  收藏  |  浏览/下载：448/103  |  提交时间：2018/10/12
Spiking Neural Network  
Improving multi-layer spiking neural networks by incorporating brain-inspired rules 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2017, 卷号: 60, 期号: 5, 页码: 052201:01-12
作者:  Zeng, Yi;  Zhang, Tielin;  Xu, Bo
Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：376/119  |  提交时间：2017/09/12
Brain-inspired Rules  Spiking Neural Network  Plasticity  Classification Task  
Towards a Brain-inspired Developmental Neural Network by Adaptive Synaptic Pruning 会议论文
, Guangzhou, China, 2017, November 14-18
作者:  Zhao Feifei;  Zhang Tielin;  Zeng Yi;  Xu Bo
Adobe PDF(387Kb)  |  收藏  |  浏览/下载：237/67  |  提交时间：2019/04/30
Brain-inspired Developmental Neural Network  Brain-inspired Pruning Rules  Structural Plasticity  Network Adaptability  Synaptic Pruning  
A Spiking Neural Network Based Autonomous Reinforcement Learning Model and Its Application in Decision Making 会议论文
Conferences on the 8th International Conference on Brain-inspired Cognitive System, Beijing, China, 2016年11月27-30日
作者:  Guixiang Wang;  Yi Zeng;  Bo Xu
Adobe PDF(1649Kb)  |  收藏  |  浏览/下载：758/331  |  提交时间：2016/12/09
Spiking Neural Network  Hodgkin-huxley  Basal Ganglia  Motion Perception  
SHTM: A Neocortex-inspired Algorithm for One-shot Text Generation 会议论文
, Budapest, Hungary 978-1-, 2016-10-09--2016-10-12
作者:  Wang YW(王寓巍);  Ceng Y(曾毅);  Xu B(徐波)
Adobe PDF(1496Kb)  |  收藏  |  浏览/下载：79/20  |  提交时间：2020/10/27
One-shot Learing  Htm  Text Generation