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CASIA OpenIR
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Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks 期刊论文
NEURAL NETWORKS, 2024, 卷号: 170, 页码: 190-201
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
收藏  |  浏览/下载：31/0  |  提交时间：2024/02/22
Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks  
Adaptive structure evolution and biologically plausible synaptic plasticity for recurrent spiking neural networks 期刊论文
SCIENTIFIC REPORTS, 2023, 卷号: 13, 期号: 1, 页码: 13
作者:  Pan, Wenxuan;  Zhao, Feifei;  Zeng, Yi;  Han, Bing
收藏  |  浏览/下载：83/0  |  提交时间：2023/12/21
Brain-inspired neural circuit evolution for spiking neural networks 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 卷号: 120, 期号: 39, 页码: 10
作者:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
收藏  |  浏览/下载：15/0  |  提交时间：2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections 期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 799-808
作者:  Dong, Yiting;  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi
收藏  |  浏览/下载：57/0  |  提交时间：2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:  Sun, Yinqian;  Zeng, Yi;  Li, Yang
Adobe PDF(1561Kb)  |  收藏  |  浏览/下载：205/30  |  提交时间：2022/11/14
brain-inspired decision model  SDQN  reinforcement learning  potential normalization  spiking activity  
Statistical Analysis of Multisensory and Text-Derived Representations on Concept Learning 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 12
作者:  Wang, Yuwei;  Zeng, Yi
Adobe PDF(3269Kb)  |  收藏  |  浏览/下载：171/39  |  提交时间：2022/07/25
concept learning  multisensory representations  text-derived representations  representational similarity analysis  concreteness  
Toward a Brain-Inspired Developmental Neural Network Based on Dendritic Spine Dynamics 期刊论文
NEURAL COMPUTATION, 2021, 卷号: 34, 期号: 1, 页码: 172-189
作者:  Zhao, Feifei;  Zeng, Yi;  Bai, Jun
收藏  |  浏览/下载：190/0  |  提交时间：2022/01/27
A Brain-Inspired Causal Reasoning Model Based on Spiking Neural Networks 会议论文
, Shenzhen, China, 18-22 July 2021
作者:  Fang HongJian(方宏坚);  Zeng Yi(曾毅)
Adobe PDF(1959Kb)  |  收藏  |  浏览/下载：181/54  |  提交时间：2022/09/26
Quantum superposition inspired spiking neural network 期刊论文
ISCIENCE, 2021, 卷号: 24, 期号: 8, 页码: 16
作者:  Sun, Yinqian;  Zeng, Yi;  Zhang, Tielin
Adobe PDF(2756Kb)  |  收藏  |  浏览/下载：210/35  |  提交时间：2021/11/03
Dynamically Optimizing Network Structure Based on Synaptic Pruning in the Brain 期刊论文
FRONTIERS IN SYSTEMS NEUROSCIENCE, 2021, 卷号: 15, 页码: 8
作者:  Zhao, Feifei;  Zeng, Yi
收藏  |  浏览/下载：146/0  |  提交时间：2021/08/15
synaptic pruning  developmental neural network  optimizing network structure  accelerating learning  compressing network