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Origin of the efficiency of spike timing-based neural computation for processing temporal information 期刊论文
NEURAL NETWORKS, 2023, 卷号: 160, 页码: 84-96
作者:  Jiang, Zhiwei;  Xu, Jiaming;  Zhang, Tielin;  Poo, Mu-ming;  Xu, Bo
收藏  |  浏览/下载：153/0  |  提交时间：2023/03/20
Postsynaptic potential  Spiking neural network  Sequence learning  Temporal information processing  
Modeling learnable electrical synapse for high precision spatio-temporal recognition 期刊论文
NEURAL NETWORKS, 2022, 卷号: 149, 页码: 184-194
作者:  Wu, Zhenzhi;  Zhang, Zhihong;  Gao, Huanhuan;  Qin, Jun;  Zhao, Rongzhen;  Zhao, Guangshe;  Li, Guoqi
收藏  |  浏览/下载：163/0  |  提交时间：2022/07/25
Electrical synapse  coupling  Leaky-integrate-and-fire model  Spatio-temporal information  Bio-plausible neuronal dynamics  
Self-Taught convolutional neural networks for short text clustering 期刊论文
NEURAL NETWORKS, 2017, 期号: 88, 页码: 22-31
作者:  Xu, Jiaming;  Xu, Bo;  Wang, Peng;  Zheng, Suncong;  Tian, Guanhua;  Zhao, Jun;  Xu, Bo
收藏  |  浏览/下载：68/0  |  提交时间：2020/10/27
Semantic Clustering  Neural Networks  Short Text  Unsupervised Learning  
Distant supervision for relation extraction with hierarchical selective attention 期刊论文
NEURAL NETWORKS, 2018, 卷号: 108, 页码: 240-247
作者:  Zhou, Peng;  Xu, Jiaming;  Qi, Zhenyu;  Bao, Hongyun;  Chen, Zhineng;  Xu, Bo
收藏  |  浏览/下载：128/0  |  提交时间：2020/10/27
Relation extraction  Distant supervision  Hierarchical attention  Piecewise convolutional neural networks  
A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule 期刊论文
NEURAL NETWORKS, 2020, 卷号: 121, 期号: 2, 页码: 387-395
作者:  Hao, Yunzhe;  Huang, Xuhui;  Dong, Meng;  Xu, Bo
收藏  |  浏览/下载：248/0  |  提交时间：2020/03/30
Spiking neural networks  Dopamine-modulated spike-timing dependent plasticity  Pattern recognition  Supervised learning  Biologically plausibility  
Evolving spatio-temporal data machines based on the NeuCube neuromorphic framework: Design methodology and selected applications 期刊论文
NEURAL NETWORKS, 2016, 卷号: 78, 页码: 1-14
作者:  Kasabov, Nikola;  Scott, Nathan Matthew;  Tu, Enmei;  Marks, Stefan;  Sengupta, Neelava;  Capecci, Elisa;  Othman, Muhaini;  Doborjeh, Maryam Gholami;  Murli, Norhanifah;  Hartono, Reggio;  Espinosa-Ramos, Josafath Israel;  Zhou, Lei;  Alvi, Fahad Bashir;  Wang, Grace;  Taylor, Denise;  Feigin, Valery;  Gulyaev, Sergei;  Mahmoud, Mahmoud;  Hou, Zeng-Guang;  Yang, Jie
收藏  |  浏览/下载：220/0  |  提交时间：2016/10/20
Spatio/spectro Temporal Data  Evolving Connectionist Systems  Evolving Spiking Neural Networks  Computational Neurogenetic Systems  Evolving Spatio-temporal Data Machines  Neucube  
Robust stability of stochastic fuzzy delayed neural networks with impulsive time window 期刊论文
NEURAL NETWORKS, 2015, 卷号: 67, 期号: 6, 页码: 84-91
作者:  Wang, Xin;  Yu, Junzhi;  Li, Chuandong;  Wang, Hui;  Huang, Tingwen;  Huang, Junjian
浏览  |  Adobe PDF(1396Kb)  |  收藏  |  浏览/下载：320/95  |  提交时间：2015/09/17
Robust Stability  Stochastic Fuzzy Neural Networks  Impulsive Time Window  
Neural network for solving Nash equilibrium problem in application of multiuser power control 期刊论文
NEURAL NETWORKS, 2014, 卷号: 57, 页码: 73-78
作者:  He, Xing ;  Yu, Junzhi ;  Huang, Tingwen ;  Li, Chuandong ;  Li, Chaojie
收藏  |  浏览/下载：159/0  |  提交时间：2015/08/12
Neural Network  Multiuser Power Control  Nash Game  Global Convergence