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CASIA OpenIR
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Attention Spiking Neural Networks 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 8, 页码: 9393-9410
作者:  Yao, Man;  Zhao, Guangshe;  Zhang, Hengyu;  Hu, Yifan;  Deng, Lei;  Tian, Yonghong;  Xu, Bo;  Li, Guoqi
收藏  |  浏览/下载：95/0  |  提交时间：2023/11/17
Attention mechanism  efficient neuromorphic inference  neuromorphic computing  spiking neural network  
Self-backpropagation of synaptic modifications elevates the efficiency of spiking and artificial neural networks 期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 43, 页码: 11
作者:  Zhang, Tielin;  Cheng, Xiang;  Jia, Shuncheng;  Poo, Mu-Ming;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：238/0  |  提交时间：2021/12/28
Temporal-Sequential Learning With a Brain-Inspired Spiking Neural Network and Its Application to Musical Memory 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 期号: 0, 页码: 51
作者:  Liang, Qian;  Zeng, Yi;  Xu, Bo
Adobe PDF(4971Kb)  |  收藏  |  浏览/下载：341/66  |  提交时间：2020/08/24
spiking neural network  sequential memory  episodic memory  spike-timing-dependent plasticity  time perception  musical learning  
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：281/0  |  提交时间：2020/03/30
Spiking neural networks  Dopamine-modulated spike-timing dependent plasticity  Pattern recognition  Supervised learning  Biologically plausibility  
Biological Neuron Coding Inspired Binary Word Embeddings 期刊论文
COGNITIVE COMPUTATION, 2019, 卷号: 11, 期号: 5, 页码: 676-684
作者:  Wang, Yuwei;  Zeng, Yi;  Tang, Jianbo;  Xu, Bo
Adobe PDF(1713Kb)  |  收藏  |  浏览/下载：314/47  |  提交时间：2020/03/30
Word embeddings  Neuron coding  Spiking neural networks  
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：339/0  |  提交时间：2019/07/12
无  
Toward Robot Self-Consciousness (II): Brain-Inspired Robot Bodily Self Model for Self-Recognition 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 307-320
作者:  Zeng, Yi;  Zhao, Yuxuan;  Bai, Jun;  Xu, Bo
浏览  |  Adobe PDF(2959Kb)  |  收藏  |  浏览/下载：453/111  |  提交时间：2017/09/18
Robot Self-consciousness  Robot Bodily Self Model  Stdp Learning  Self-recognition  
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
浏览  |  Adobe PDF(1911Kb)  |  收藏  |  浏览/下载：432/135  |  提交时间：2017/09/12
Brain-inspired Rules  Spiking Neural Network  Plasticity  Classification Task  
Parallel Brain Simulator: A Multi-scale and Parallel Brain-Inspired Neural Network Modeling and Simulation Platform 期刊论文
COGNITIVE COMPUTATION, 2016, 卷号: 8, 期号: 5, 页码: 967-981
作者:  Liu, Xin;  Zeng, Yi;  Zhang, Tielin;  Xu, Bo
Adobe PDF(4315Kb)  |  收藏  |  浏览/下载：335/86  |  提交时间：2016/06/14
Neural Network Simulator  Graph Computation  Parallel Simulation  Spiking Neural Network  Pbs