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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
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载：105/19  |  提交时间：2024/02/22
Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks  
Mapping relationships among schizophrenia, bipolar and schizoaffective disorders: A deep classification and clustering framework using fMRI time series 期刊论文
SCHIZOPHRENIA RESEARCH, 2022, 卷号: 245, 页码: 141-150
作者:  Yan, Weizheng;  Zhao, Min;  Fu, Zening;  Pearlson, Godfrey D.;  Sui, Jing;  Calhoun, Vince D.
Adobe PDF(2729Kb)  |  收藏  |  浏览/下载：287/10  |  提交时间：2022/07/25
Deep learning  FMRI  Schizophrenia  Bipolar disorder  Schizoaffective disorder  
Species Classification for Neuroscience Literature Based on Span of Interest Using Sequence-to-Sequence Learning Model 期刊论文
https://www.frontiersin.org/articles/10.3389/fnhum.2020.00128/full, 2020, 卷号: 14, 期号: 1, 页码: 128
作者:  Zhu, Hongyin;  Zeng, Yi;  Wang, Dongsheng;  Huangfu, Cunqing
Adobe PDF(2089Kb)  |  收藏  |  浏览/下载：314/81  |  提交时间：2020/06/16
brain science  neuroscience  PubMed  
Discriminating schizophrenia using recurrent neural network applied on time courses of multi-site FMRI data 期刊论文
EBIOMEDICINE, 2019, 卷号: 47, 页码: 543-552
作者:  Yan, Weizheng;  Calhoun, Vince;  Song, Ming;  Cui, Yue;  Yan, Hao;  Liu, Shengfeng;  Fan, Lingzhong;  Zuo, Nianming;  Yang, Zhengyi;  Xu, Kaibin;  Yan, Jun;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi;  Sui, Jing
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：449/74  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
The effects of a genome-wide supported variant in the CACNA1C gene on cortical morphology in schizophrenia patients and healthy subjects 期刊论文
SCIENTIFIC REPORTS, 2016, 卷号: 6, 期号: 6, 页码: 34298
作者:  Zheng, Fanfan;  Cui, Yue;  Yan, Hao;  Liu, Bing;  Jiang, Tianzi;  Tianzi Jiang
浏览  |  Adobe PDF(627Kb)  |  收藏  |  浏览/下载：369/127  |  提交时间：2016/10/17
Schizophrenia  Cortical Surface  
Parallel Brain Simulator: A Multi-scale and Parallel Brain-Inspired Neural Network Modeling and Simulation Platform 期刊论文
COGNITIVE COMPUTATION, 2016, 卷号: 8, 期号: 5, 页码: 967-981
作者:  Liu, Xin;  Zeng, Yi;  Zhang, Tielin;  Xu, Bo
Adobe PDF(4315Kb)  |  收藏  |  浏览/下载：334/85  |  提交时间：2016/06/14
Neural Network Simulator  Graph Computation  Parallel Simulation  Spiking Neural Network  Pbs