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GLSNN: A Multi-Layer Spiking Neural Network Based on Global Feedback Alignment and Local STDP Plasticity 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 12
作者:  Zhao, Dongcheng;  Zeng, Yi;  Zhang, Tielin;  Shi, Mengting;  Zhao, Feifei
Adobe PDF(3174Kb)  |  收藏  |  浏览/下载：279/39  |  提交时间：2021/01/06
SNN  plasticity  brain  local STDP  global feedback alignment  
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：281/54  |  提交时间：2020/08/24
spiking neural network  sequential memory  episodic memory  spike-timing-dependent plasticity  time perception  musical learning  
Non-uniqueness Phenomenon of Object Representation in Modeling IT Cortex by Deep Convolutional Neural Network (DCNN) 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2020, 卷号: 14, 页码: 9
作者:  Dong, Qiulei;  Liu, Bo;  Hu, Zhanyi
Adobe PDF(748Kb)  |  收藏  |  浏览/下载：289/55  |  提交时间：2020/06/22
deep convolutional neural network  neural object representation  inferotemporal cortex  non-uniqueness  image object representation  
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
作者:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
收藏  |  浏览/下载：163/0  |  提交时间：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
作者:  Shi, Mengting;  Zhang, Tielin;  Zeng, Yi
Adobe PDF(1349Kb)  |  收藏  |  浏览/下载：360/99  |  提交时间：2020/04/27
Curiosity  Spiking Neural Network  Novelty  Stdp  Voltage-driven Plasticity-centric Snn