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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:17/0  |  Submit date:2021/04/21
spiking neural network  neuronal plasticity  synaptic plasticity  reward propagation  sparse connections  
Stylistic Composition of Melodies Based on a Brain-Inspired Spiking Neural Network 期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 卷号: 15, 期号: 0, 页码: 21
Authors:  Liang, Qian;  Zeng, Yi
Adobe PDF(4876Kb)  |  Favorite  |  View/Download:37/0  |  Submit date:2021/04/21
spiking neural network  spike-timing dependent plasticity  sequential memory  musical learning  melody composition  
Brain Inspired Sequences Production by Spiking Neural Networks With Reward-Modulated STDP 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:  Fang, Hongjian;  Zeng, Yi;  Zhao, Feifei
Favorite  |  View/Download:25/0  |  Submit date:2021/04/06
brain-inspired intelligence  spiking neural network  reward-medulated STDP  population coding  reinforcement learning  
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:27/1  |  Submit date:2020/08/24
spiking neural network  sequential memory  episodic memory  spike-timing-dependent plasticity  time perception  musical learning  
A Curiosity-Based Learning Method for Spiking Neural Networks (vol 14, 7, 2020) 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 1
Authors:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
Favorite  |  View/Download:37/0  |  Submit date:2020/06/22
curiosity  spiking neural network  novelty  STDP  voltage-driven plasticity-centric SNN  
A Curiosity-Based Learning Method for Spiking Neural Networks 期刊论文
Frontiers in Computational Neuroscience, 2020, 卷号: 14, 期号: 14, 页码: 7
Authors:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
View  |  Adobe PDF(1349Kb)  |  Favorite  |  View/Download:92/16  |  Submit date:2020/04/27
Curiosity  Spiking Neural Network  Novelty  Stdp  Voltage-driven Plasticity-centric Snn  
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
Authors:  Zhao Feifei;  Zeng Yi;  Xu Bo
View  |  Adobe PDF(2166Kb)  |  Favorite  |  View/Download:173/39  |  Submit date: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
Authors:  Zhang TL(张铁林);  Ceng Y(曾毅);  Zhao DC(赵东城);  Xu B(徐波);  Tielin Zhang, Yi Zeng
View  |  Adobe PDF(609Kb)  |  Favorite  |  View/Download:307/50  |  Submit date:2018/10/12
Spiking Neural Network  
A Plasticity-centric Approach to Train the Non-differential Spiking Neural Networks 会议论文
, New Orleans, Louisiana, USA., February 2-7, 2018
Authors:  Zhang TL(张铁林);  Ceng Y(曾毅);  Zhao DC(赵东城);  Shi MT(史梦婷);  Tielin Zhang, Yi Zeng
View  |  Adobe PDF(2572Kb)  |  Favorite  |  View/Download:347/102  |  Submit date: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
Authors:  Zeng, Yi;  Zhang, Tielin;  Xu, Bo
View  |  Adobe PDF(1911Kb)  |  Favorite  |  View/Download:223/52  |  Submit date:2017/09/12
Brain-inspired Rules  Spiking Neural Network  Plasticity  Classification Task