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Multi-label Semantic Decoding from Human Brain Activity 会议论文
, Beijing, China, 2018
作者:  Dan Li;  Changde Du;  Lijie Huang;  Zhiqiang Chen;  Huiguang He
Adobe PDF(3403Kb)  |  收藏  |  浏览/下载：184/61  |  提交时间：2021/06/21
Predicting Epileptic Seizures from Intracranial EEG Using LSTM-Based Multi-task Learning 会议论文
, 中国广州, 2018-11-23
作者:  Ma, Xuelin;  Qiu, Shuang;  Zhang, Yuxing;  Lian, Xiaoqin;  He, Huiguang
Adobe PDF(2706Kb)  |  收藏  |  浏览/下载：237/37  |  提交时间：2021/01/22
A Basal Ganglia Network Centric Reinforcement Learning Model and Its Application in Unmanned Aerial Vehicle 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2018, 卷号: 10, 期号: 2, 页码: 290-303
作者:  Zeng, Yi;  Wang, Guixiang;  Xu, Bo
收藏  |  浏览/下载：207/0  |  提交时间：2019/12/16
Basal ganglia (BG) network  brain-inspired intelligence  precise encoding  reinforcement learning model  unmanned aerial vehicle (UAV) autonomous learning  
Improving EEG-Based Motor Imagery Classification via Spatial and Temporal Recurrent Neural Networks 会议论文
, Honolulu, HI, USA, 18-21 July 2018
作者:  Ma, Xuelin;  Qiu, Shuang;  Du, Changde;  Xing, Jiezhen;  He, Huiguang
浏览  |  Adobe PDF(1020Kb)  |  收藏  |  浏览/下载：397/161  |  提交时间：2019/10/11
A Schizophrenia-Related Genetic-Brain-Cognition Pathway Revealed in a Large Chinese Population 期刊论文
EBIOMEDICINE, 2018, 卷号: 37, 期号: 2018, 页码: 471-482
作者:  Luo, Na;  Sui, Jing;  Chen, Jiayu;  Zhang, Fuquan;  Tian, Lin;  Lin, Dongdong;  Song, Ming;  Calhoun, Vince D.;  Cui, Yue;  Vergara, Victor M.;  Zheng, Fanfan;  Liu, Jingyu;  Yang, Zhenyi;  Zuo, Nianming;  Fan, Lingzhong;  Xu, Kaibin;  Liu, Shengfeng;  Li, Jian;  Xu, Yong;  Liu, Sha;  Lv, Luxian;  Chen, Jun;  Chen, Yunchun;  Guo, Hua;  Li, Peng;  Lu, Lin;  Wan, Ping;  Wang, Huaning;  Wang, Huiling;  Yan, Hao;  Yan, Jun;  Yang, Yongfeng;  Zhang, Hongxing;  Zhang, Dai;  Jiang, Tianzi
浏览  |  Adobe PDF(3297Kb)  |  收藏  |  浏览/下载：455/90  |  提交时间：2019/07/12
Schizophrenia  Multimodal fusion  Genetic-brain-cognition pathway  Working memory  Mediation analysis  
Effective automated pipeline for 3D reconstruction of synapses based on deep learning 期刊论文
BMC Bioinformatics, 2018, 卷号: 19, 期号: 1, 页码: 263
作者:  Xiao, Chi;  Li, Weifu;  Deng, Hao;  Chen, Xi;  Yang, Yang;  Xie, QiWei;  Han, Hua
浏览  |  Adobe PDF(7961Kb)  |  收藏  |  浏览/下载：320/99  |  提交时间：2019/05/06
Electron Microscope, Synapse Detection, Deep Learning, Synapse Segmentation, 3d Reconstruction Of Synapses  
Semi-supervised Deep Generative Modelling of Incomplete Multi-Modality Emotional Data 会议论文
, Seoul, Republic of Korea, October 22--26, 2018
作者:  Du Changde;  Du Changying;  Wang Hao;  Li Jinpeng;  Zheng Wei-Long;  Lu Bao-Liang;  He Huiguang
浏览  |  Adobe PDF(1217Kb)  |  收藏  |  浏览/下载：451/167  |  提交时间：2019/05/06
Reconstructing Perceived Images from Human Brain Activities with Bayesian Deep Multi-view Learning 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2018, 期号: 0, 页码: 1-14
作者:  Du Changde;  Du Changying;  Huang Lijie;  He Huiguang
浏览  |  Adobe PDF(3843Kb)  |  收藏  |  浏览/下载：485/205  |  提交时间：2019/05/05
Deep Neural Network  Multi-view Learning  Variational Bayesian Inference  Neural Decoding  Image Reconstruction  
Coupled dictionary learning for joint MR image restoration and segmentation 会议论文
, Houston, Texas, United States, 2018-3-2
作者:  Xuesong, Yang;  Yong, Fan
Adobe PDF(735Kb)  |  收藏  |  浏览/下载：221/65  |  提交时间：2019/04/30
Feature extraction using convolutional neural networks for multi-atlas based image segmentation 会议论文
, Houston, Texas, United States, 2018-3-2
作者:  Xuesong, Yang;  Yong, Fan
Adobe PDF(813Kb)  |  收藏  |  浏览/下载：246/74  |  提交时间：2019/04/30