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Brain-inspired neural circuit evolution for spiking neural networks 期刊论文
Proceedings of the National Academy of Sciences (PNAS), 2023, 卷号: 120, 期号: 39, 页码: 10
作者:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
Adobe PDF(8398Kb)  |  收藏  |  浏览/下载：37/2  |  提交时间：2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning 期刊论文
Scientific Data, 2022, 卷号: 9, 期号: 1, 页码: 9
作者:  Li, Yang;  Dong, Yiting;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(4359Kb)  |  收藏  |  浏览/下载：134/4  |  提交时间：2023/03/20
Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules 期刊论文
Information Sciences, 2022, 卷号: 610, 页码: 1-13
作者:  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi;  Wang, Jihang;  Zhang, Qian
Adobe PDF(3233Kb)  |  收藏  |  浏览/下载：188/3  |  提交时间：2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness  
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：210/0  |  提交时间：2022/01/27
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：231/38  |  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：164/0  |  提交时间：2021/08/15
synaptic pruning  developmental neural network  optimizing network structure  accelerating learning  compressing network  
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
作者:  Liang, Qian;  Zeng, Yi
Adobe PDF(4876Kb)  |  收藏  |  浏览/下载：279/61  |  提交时间：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
作者:  Fang, Hongjian;  Zeng, Yi;  Zhao, Feifei
Adobe PDF(2485Kb)  |  收藏  |  浏览/下载：305/60  |  提交时间：2021/04/06
brain-inspired intelligence  spiking neural network  reward-medulated STDP  population coding  reinforcement learning  
Brain-inspired classical conditioning model 期刊论文
ISCIENCE, 2021, 卷号: 24, 期号: 1, 页码: 23
作者:  Zhao, Yuxuan;  Zeng, Yi;  Qiao, Guang
收藏  |  浏览/下载：148/0  |  提交时间：2021/03/29
Creating Neuroscientific Knowledge Organization System Based on Word Representation and Agglomerative Clustering Algorithm 期刊论文
FRONTIERS IN NEUROINFORMATICS, 2020, 卷号: 14, 页码: 17
作者:  Huangfu, Cunqing;  Zeng, Yi;  Wang, Yuwei
Adobe PDF(4628Kb)  |  收藏  |  浏览/下载：223/47  |  提交时间：2021/01/07
literature analysis  clustering  word embedding  neuroscience  knowledge oganization system