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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
作者:  Fang, Hongjian;  Zeng, Yi;  Zhao, Feifei
Adobe PDF(2485Kb)  |  收藏  |  浏览/下载：333/63  |  提交时间：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
作者:  Liang, Qian;  Zeng, Yi;  Xu, Bo
Adobe PDF(4971Kb)  |  收藏  |  浏览/下载：329/62  |  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：353/72  |  提交时间：2020/06/22
deep convolutional neural network  neural object representation  inferotemporal cortex  non-uniqueness  image object representation  
Comparison of IT Neural Response Statistics with Simulations 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2017, 卷号: 11, 页码: 60
作者:  Dong, Qiulei;  Liu, Bo;  Hu, Zhanyi
Adobe PDF(5423Kb)  |  收藏  |  浏览/下载：227/50  |  提交时间：2018/03/03
Synthetic Neuron Response  Single-neuron Selectivity  Population Sparseness  Response Statistics  
Enhanced HMAX model with feedforward feature learning for multiclass categorization 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2015, 卷号: 9, 页码: 1-14
作者:  Li, Yinlin;  Wu, Wei;  Zhang, Bo;  Li, Fengfu
Adobe PDF(3664Kb)  |  收藏  |  浏览/下载：395/89  |  提交时间：2016/03/30
Hmax  Biologically Inspired  Feedforward  Saliency Map  Middle Level Patch Learning  Feature Encoding  Multiclass Categorization