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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：88/0  |  提交时间：2023/11/17
Attention mechanism  efficient neuromorphic inference  neuromorphic computing  spiking neural network  
A brain-inspired decision-making spiking neural network and its application in unmanned aerial vehicle(Vol 12, 56, 2022) 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 1
作者:  Zhao, Feifei;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：242/0  |  提交时间：2023/02/22
spiking neural network  brain-inspired decision-making  dopamine regulation  multiple brain areas coordination  reinforcement learning  UAV autonomous learning  
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：226/0  |  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：325/61  |  提交时间：2020/08/24
spiking neural network  sequential memory  episodic memory  spike-timing-dependent plasticity  time perception  musical learning  
A Brain-Inspired Visual Fear Responses Model for UAV Emergent Obstacle Dodging 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 1, 页码: 124-132
作者:  Zhao, Feifei;  Kong, Qingqun;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：177/0  |  提交时间：2020/06/02
Unmanned ariel vehicle (UAV) dodging emergent obstacles  visual fear responses pathway  
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：271/0  |  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：295/41  |  提交时间：2020/03/30
Word embeddings  Neuron coding  Spiking neural networks  
A Basal Ganglia Network Centric Reinforcement Learning Model and Its Application in Unmanned Aerial Vehicle 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 卷号: 10, 期号: 2, 页码: 290-303
作者:  Zeng, Yi;  Wang, Guixiang;  Xu, Bo
收藏  |  浏览/下载：233/0  |  提交时间：2019/12/16
Basal ganglia (BG) network  brain-inspired intelligence  precise encoding  reinforcement learning model  unmanned aerial vehicle (UAV) autonomous learning  
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：330/0  |  提交时间：2019/07/12
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Efficient coding matters in the organization of the early visual system 期刊论文
NEURAL NETWORKS, 2018, 卷号: 105, 页码: 218-226
作者:  Kong, Qingqun;  Han, Jiuqi;  Zeng, Yi;  Xu, Bo
收藏  |  浏览/下载：248/0  |  提交时间：2018/10/10
Early Visual Stages  Hierarchical Structure  Efficient Coding  Brain-inspired Neural Networks