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Growing Like a Tree: Finding Trunks From Graph Skeleton Trees 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2838-2851
作者:  Huang, Zhongyu;  Wang, Yingheng;  Li, Chaozhuo;  He, Huiguang
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Graph neural networks  graph-level tasks  long-range patterns  over-squashing  skeleton trees  trunks  
Tracking the Immediate and Short-Term Effects of Continuous Theta Burst Stimulation on Dynamic Brain States 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 卷号: 32, 页码: 1386-1396
作者:  Chen, Chao;  Guo, Zhidong;  Peng, Weiwei;  Wang, Shengpei;  Qiu, Shuang;  Zhang, Jing;  Chen, Xiaogang;  He, Huiguang
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/03
Electroencephalography  Hidden Markov models  Motors  Brain  Functional magnetic resonance imaging  Automation  Protocols  Continuous theta burst stimulation  resting-state EEG  hidden Markov model  brain state  
High-dimensional topographic organization of visual features in the primate temporal lobe 期刊论文
NATURE COMMUNICATIONS, 2023, 卷号: 14, 期号: 1, 页码: 23
作者:  Yao, Mengna;  Wen, Bincheng;  Yang, Mingpo;  Guo, Jiebin;  Jiang, Haozhou;  Feng, Chao;  Cao, Yilei;  He, Huiguang;  Chang, Le
收藏  |  浏览/下载：2/0  |  提交时间：2024/07/03
Enhanced long-range communication among large scale brain networks during the pre-microsaccadic period 会议论文
, Orlando, Florida, USA, July 15-19, 2024
作者:  Gao, Ying;  He, Huiguang;  Sabel, Bernhard
Adobe PDF(861Kb)  |  收藏  |  浏览/下载：47/14  |  提交时间：2024/06/03
Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations 期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(3907Kb)  |  收藏  |  浏览/下载：57/17  |  提交时间：2024/05/28
CNN-brain Alignment  Brain-guided Deep Learning  Video Emotion Recognition  Representation Similarity Analysis  
EEG-FRM: a neural network based familiar and unfamiliar face EEG recognition method 期刊论文
COGNITIVE NEURODYNAMICS, 2024, 页码: 14
作者:  Chen, Chao;  Fan, Lingfeng;  Gao, Ying;  Qiu, Shuang;  Wei, Wei;  He, Huiguang
收藏  |  浏览/下载：73/0  |  提交时间：2024/03/27
Familiar/unfamiliar face recognition  Electroencephalogram (EEG)  Convolutional neural network  Attention module  Supervised contrastive learning  
Topographic representation of visually evoked emotional experiences in the human cerebral cortex 期刊论文
iScience, 2023, 卷号: 26, 期号: 9, 页码: 1-18
作者:  Du, Changde;  Fu, Kaicheng;  Wen, Bincheng;  He, Huiguang
Adobe PDF(7257Kb)  |  收藏  |  浏览/下载：78/13  |  提交时间：2024/03/26
Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface 会议论文
, Online, 18-22 July 2021
作者:  Yukun Zhang;  Shuang Qiu;  Wei Wei;  Xuelin Ma;  Huiguang He
Adobe PDF(602Kb)  |  收藏  |  浏览/下载：140/39  |  提交时间：2023/06/26
brain-computer interface  motor imagery  transfer learning  domain adaptation  filter bank  calibration reduction  
Multimodal motor imagery decoding method based on temporal spatial feature alignment and fusion 期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 2, 页码: 026009
作者:  Zhang,Yukun;  Qiu,Shuang;  He,Huiguang
Adobe PDF(16882Kb)  |  收藏  |  浏览/下载：163/23  |  提交时间：2023/05/31
brain-computer interface  motor imagery  multimodal  EEG-fNIRS  center loss  
Graph Emotion Decoding from Visually Evoked Neural Responses 会议论文
, Singapore, 2022/9/18
作者:  Huang ZY(黄中昱);  Du CD(杜长德);  Wang YH;  He HG(何晖光)
Adobe PDF(656Kb)  |  收藏  |  浏览/下载：181/62  |  提交时间：2023/05/05