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Learning "What" and "Where": An Interpretable Neural Encoding Model 会议论文
, Budapest, Hungary, July 14-19, 2019
作者:  Wang, Haibao;  Huang, Lijie;  Du, Changde;  He, Huiguang
浏览  |  Adobe PDF(865Kb)  |  收藏  |  浏览/下载：259/49  |  提交时间：2020/06/10
Reconstructing Perceived Images From Human Brain Activities With Bayesian Deep Multiview Learning 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2310-2323
作者:  Du, Changde;  Du, Changying;  Huang, Lijie;  He, Huiguang
Adobe PDF(3773Kb)  |  收藏  |  浏览/下载：366/46  |  提交时间：2019/12/16
Deep neural network (DNN)  image reconstruction  multiview learning  neural decoding  variational Bayesian inference  
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：437/70  |  提交时间：2019/12/16
Recurrent neural network (RNN)  Schizophrenia  Multi-site classification  fMRI  Striatum  Cerebellum  Deep learning  
Pairwise Interactions among Brain Regions Organize Large-Scale Functional Connectivity during Execution of Various Tasks 期刊论文
NEUROSCIENCE, 2019, 卷号: 412, 页码: 190-206
作者:  Niu, Weikun;  Huang, Xuhui;  Xu, Kaibin;  Jiang, Tianzi;  Yu, Shan
Adobe PDF(7177Kb)  |  收藏  |  浏览/下载：411/69  |  提交时间：2019/12/16
task state fMRI  pairwise correlation  functional network  neural network model  
Functional maintenance in the multiple demand network characterizes superior fluid intelligence in aging 期刊论文
Neurobiology of Aging, 2019, 期号: 1, 页码: 1-15
作者:  Zuo, Nianming
浏览  |  Adobe PDF(5001Kb)  |  收藏  |  浏览/下载：300/73  |  提交时间：2019/10/09
Functional Mri (fMri)Functional Centralitybrain Maintenanceaging Lifespanfluid Intelligence  
Image Fusion Based on Kernel Estimation and Data Envelopment Analysis 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2019, 卷号: 18, 期号: 2, 页码: 487-515
作者:  Xie, Qiwei;  Chen, Xi;  Li, Lin;  Rao, Kaifeng;  Tao, Luo;  Ma, Chao
浏览  |  Adobe PDF(2699Kb)  |  收藏  |  浏览/下载：429/62  |  提交时间：2019/07/12
Data envelopment analysis  image fusion  mutual information  
Activation-based association profiles differentiate network roles across cognitive loads 期刊论文
HUMAN BRAIN MAPPING, 2019, 卷号: 40, 期号: 9, 页码: 2800-2812
作者:  Zuo, Nianming;  Salami, Alireza;  Yang, Yihong;  Yang, Zhengyi;  Sui, Jing;  Jian, Tianzi
浏览  |  Adobe PDF(2320Kb)  |  收藏  |  浏览/下载：490/110  |  提交时间：2019/07/12
association  cognitive performance  functional activation  functional magnetic resonance imaging (fMRI)  working memory  
脑电情绪识别中跨被试迁移学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
作者:  李劲鹏
Adobe PDF(4425Kb)  |  收藏  |  浏览/下载：906/19  |  提交时间：2019/06/19
脑-机接口，情绪识别，深度学习，迁移学习，领域自适应，对抗训练  
MIR137 polygenic risk is associated with schizophrenia and affects functional connectivity of the dorsolateral prefrontal cortex 期刊论文
Psychological Medicine, 2019, 期号: 无, 页码: 无
作者:  Liu Shu;  Li Ang;  Liu Yong;  Li Jin;  Wang Meng;  Sun Yuqing;  Qin Wen;  Yu Chunshui;  Jiang Tianzi;  Liu Bing
浏览  |  Adobe PDF(850Kb)  |  收藏  |  浏览/下载：386/130  |  提交时间：2019/06/18
Dorsolateral Prefrontal Cortex  Functional Connectivity  Microrna-137  Polygenic Risk Score  Schizophrenia  
Polygenic effects of schizophrenia on hippocampal grey matter volume and hippocampus–medial prefrontal cortex functional connectivity 期刊论文
The British Journal of Psychiatry, 2019, 期号: 2019, 页码: 1-8
作者:  Liu Shu;  Li Ang;  Liu Yong;  Yan Hao;  Wang Meng;  Sun Yuqing;  Fan Lingzhong;  Song Ming;  Xu Kaibin;  Chen Jun;  Chen Yunchun;  Wang Huaning;  Guo Hua;  Wan Ping;  Lv Luxian;  Yang Yongfeng;  Li Peng;  Lu Lin;  Yan Jun;  Wang Huiling;  Zhang Hongxing;  Wu Huawang;  Ning Yuping;  Zhang Dai;  Jiang Tianzi;  Liu Bing
浏览  |  Adobe PDF(1844Kb)  |  收藏  |  浏览/下载：409/100  |  提交时间：2019/06/18
Schizophrenia  Polygenic Risk Score  Hippocampus  Rey Matter Volume  Functional Connectivity