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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
Authors:  Zhang, Tielin;  Jia, Shuncheng;  Cheng, Xiang;  Xu, Bo
Favorite  |  View/Download:231/0  |  Submit date:2022/01/27
Neurons  Biology  Convolution  Biological neural networks  Tuning  Membrane potentials  Kernel  Biologically plausible computing  neuronal dynamics  reward propagation  spiking neural network (SNN)  
Neuronal-Plasticity and Reward-Propagation Improved Recurrent Spiking Neural Networks 期刊论文
FRONTIERS IN NEUROSCIENCE, 2021, 卷号: 15, 页码: 11
Authors:  Jia, Shuncheng;  Zhang, Tielin;  Cheng, Xiang;  Liu, Hongxing;  Xu, Bo
Favorite  |  View/Download:242/0  |  Submit date:2021/04/21
spiking neural network  neuronal plasticity  synaptic plasticity  reward propagation  sparse connections  
A neural algorithm for Drosophila linear and nonlinear decision-making 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 16
Authors:  Zhao, Feifei;  Zeng, Yi;  Guo, Aike;  Su, Haifeng;  Xu, Bo
Favorite  |  View/Download:190/0  |  Submit date:2021/01/06
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
Authors:  Liang, Qian;  Zeng, Yi;  Xu, Bo
Adobe PDF(4971Kb)  |  Favorite  |  View/Download:326/61  |  Submit date: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
Authors:  Zhao, Feifei;  Kong, Qingqun;  Zeng, Yi;  Xu, Bo
Favorite  |  View/Download:178/0  |  Submit date:2020/06/02
Unmanned ariel vehicle (UAV) dodging emergent obstacles  visual fear responses pathway