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Neural Encoding and Decoding with a Flow-based Invertible Generative Model 期刊论文
IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2023, 卷号: 15, 期号: 2, 页码: 724-736
作者:  Qiongyi Zhou;  Changde Du;  Dan Li;  Haibao Wang;  Jian K. Liu;  Huiguang He
Adobe PDF(2505Kb)  |  收藏  |  浏览/下载：226/78  |  提交时间：2023/01/17
基于单试次脑电解码的类自举法谎言预测研究 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 10, 页码: 2084-2093
作者:  白帅帅;  陈超;  魏玮;  代璐瑶;  刘烨;  邱爽;  何晖光
Adobe PDF(2276Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/24
脑电  谎言预测  事件相关电位  复合反应范式  类自举法  
Multisource Transfer Learning for Cross-Subject EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 7, 页码: 3281-3293
作者:  Li, Jinpeng;  Qiu, Shuang;  Shen, Yuan-Yuan;  Liu, Cheng-Lin;  He, Huiguang
收藏  |  浏览/下载：270/0  |  提交时间：2020/08/03
Brain modeling  Electroencephalography  Emotion recognition  Data models  Training  Calibration  Training data  Brain-computer interface  emotion recognition  transfer learning (TL)  
Dynamical Channel Pruning by Conditional Accuracy Change for Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 无, 期号: 无, 页码: 无
作者:  Chen, Zhiqiang;  Xu, Ting-Bing;  Du, Changde;  Liu, Cheng-Lin;  He, Huiguang
浏览  |  Adobe PDF(4352Kb)  |  收藏  |  浏览/下载：265/62  |  提交时间：2021/01/27
Conditional accuracy change (CAC), direct criterion, dynamical channel pruning, neural network compression, structure shaping.  
Simultaneous neural spike encoding and decoding based on cross-modal dual deep generative model 会议论文
, Glasgow, United Kingdom, 2020/7/19
作者:  Qiongyi Zhou;  Changde Du;  Dan Li;  Haibao Wang;  Jian K. Liu;  Huiguang He
Adobe PDF(4135Kb)  |  收藏  |  浏览/下载：114/43  |  提交时间：2023/05/05
Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition 期刊论文
IEEE Transactions Cybernetics, 2019, 期号: online, 页码: online
作者:  Jinpeng Li;  Shuang Qiu;  Yuan-Yuan Shen;  Cheng-Lin Liu;  Huiguang He
Adobe PDF(3564Kb)  |  收藏  |  浏览/下载：760/351  |  提交时间：2019/05/09
Brain-computer Interface, Emotion Recognition, Transfer Learning  
Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children 期刊论文
MOLECULAR NEUROBIOLOGY, 2018, 卷号: 55, 期号: 4, 页码: 3251-3269
作者:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang, Shengpei;  Chen, Zhiqiang;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang;  He HG(何晖光)
浏览  |  Adobe PDF(6672Kb)  |  收藏  |  浏览/下载：602/188  |  提交时间：2017/06/06
Tourette Syndrome  Children  Functional Connectivity  Graph Theory  Topological Organization  Similarity Network Fusion  
The diagnostic value of high-frequency power-based diffusion-weighted imaging in prediction of neuroepithelial tumour grading 期刊论文
EUROPEAN RADIOLOGY, 2017, 卷号: 27, 期号: 12, 页码: 5056-5063
作者:  Chen, Zhiye;  Zhou, Peng;  Lv, Bin;  Liu, Mengqi;  Wang, Yan;  Wang, Yulin;  Lou, Xin;  Gui, Qiuping;  He, Huiguang;  Ma, Lin
收藏  |  浏览/下载：280/0  |  提交时间：2018/03/03
Diffusion-weighted Imaging  High-frequency Power  Minimum Apparent Diffusion Coefficient  Neuroepithelial Tumour Grading  Magnetic Resonance Imaging  
Alteration of gray matter texture features over the whole brain in medication-overuse headache using a 3-dimentional texture analysis 期刊论文
JOURNAL OF HEADACHE AND PAIN, 2017, 卷号: 18, 期号: 18, 页码: 112
作者:  Chen, Zhiye;  Chen, Xiaoyan;  Chen, Zhiqiang;  Liu, Mengqi;  He, Huiguang;  Ma, Lin;  Yu, Shengyuan
收藏  |  浏览/下载：280/0  |  提交时间：2018/02/14
Magnetic Resonance Imaging  Medication-overuse Headache  Migraine  Texture Analysis  Voxel-based Gray-level Co-occurrence Matrix  
Disrupted topological organization of structural networks revealed by probabilistic diffusion tractography in Tourette syndrome children 期刊论文
HUMAN BRAIN MAPPING, 2017, 卷号: 38, 期号: 8, 页码: 3988-4008
作者:  Wen, Hongwei;  Liu, Yue;  Rekik, Islem;  Wang, Shengpei;  Zhang, Jishui;  Zhang, Yue;  Peng, Yun;  He, Huiguang;  He HG(何晖光)
Adobe PDF(938Kb)  |  收藏  |  浏览/下载：578/196  |  提交时间：2017/06/06
Tourette Syndrome  Diffusion Mri  Probabilistic Tractography  Structural Network  Graph Theory  Topological Organization  Multiple Kernel Learning