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MLDA: Multi-Loss Domain Adaptor for Cross-Session and Cross-Emotion EEG-Based Individual Identification 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 12, 页码: 5767-5778
作者:  Miao, Yifan;  Jiang, Wanqing;  Su, Nuo;  Shan, Jun;  Jiang, Tianzi;  Zuo, Nianming
收藏  |  浏览/下载：22/0  |  提交时间：2024/03/26
Electroencephalography  Feature extraction  Task analysis  Support vector machines  Recording  Motion pictures  Brain modeling  EEG  biometric  across mental states  across time  deep learning  domain adaptation  
EEGNet-based multi-source domain filter for BCI transfer learning 期刊论文
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2023, 页码: 12
作者:  Li, Mengfan;  Li, Jundi;  Song, Zhiyong;  Deng, Haodong;  Xu, Jiaming;  Xu, Guizhi;  Liao, Wenzhe
收藏  |  浏览/下载：32/0  |  提交时间：2024/02/22
Brain-computer interface  Multi-source domain filter  Transfer learning  Ensemble learning  EEGNet  
Brain-inspired neural circuit evolution for spiking neural networks 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2023, 卷号: 120, 期号: 39, 页码: 10
作者:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
收藏  |  浏览/下载：17/0  |  提交时间：2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
Electrophysiological characteristics of CM-pf in diagnosis and outcome of patients with disorders of consciousness 期刊论文
BRAIN STIMULATION, 2023, 卷号: 16, 期号: 5, 页码: 1522-1532
作者:  Zhang, Haoran;  Zhuang, Yutong;  Dang, Yuanyuan;  Ge, Qianqian;  Yang, Yi;  Xu, Long;  Xia, Xiaoyu;  Laureys, Steven;  Yu, Shan;  Zhang, Wangming
收藏  |  浏览/下载：80/0  |  提交时间：2023/12/21
Disorders of consciousness (DoC)  Deep brain stimulation (DBS)  Centromedian-parafascicular complex (CM-pf)  Multiunit activity (MUA)  Central thalamus (CT)  
A learnable EEG channel selection method for MI-BCI using efficient channel attention 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 13
作者:  Tong, Lina;  Qian, Yihui;  Peng, Liang;  Wang, Chen;  Hou, Zeng-Guang
收藏  |  浏览/下载：48/0  |  提交时间：2023/12/21
brain-computer interface  motor imagery  channel selection  deep learning  attention mechanism  
Investigating EEG-based cross-session and cross-task vigilance estimation in BCI systems 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 5, 页码: 15
作者:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Yi, Weibo;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
收藏  |  浏览/下载：133/0  |  提交时间：2023/11/17
brain-computer interface (BCI)  electroencephalogram (EEG)  vigilance estimation  
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections 期刊论文
NEURAL NETWORKS, 2023, 卷号: 165, 页码: 799-808
作者:  Dong, Yiting;  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi
收藏  |  浏览/下载：63/0  |  提交时间：2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
Common and distinct functional brain network abnormalities in adolescent, early-middle adult, and late adult major depressive disorders 期刊论文
PSYCHOLOGICAL MEDICINE, 2023, 页码: 10
作者:  Long, Yicheng;  Li, Xuemei;  Cao, Hengyi;  Zhang, Manqi;  Lu, Bing;  Huang, Yang;  Liu, Mengqi;  Xu, Ming;  Liu, Zhening;  Yan, Chaogan;  Sui, Jing;  Ouyang, Xuan;  Zhou, Xinyu
收藏  |  浏览/下载：95/0  |  提交时间：2023/11/17
Aging  brain network  connectome  functional connectivity  major depressive disorder  
Childhood trauma is linked to abnormal static-dynamic brain topology in adolescents with major depressive disorder 期刊论文
INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2023, 卷号: 23, 期号: 4, 页码: 9
作者:  Li, Xuemei;  Huang, Yang;  Liu, Mengqi;  Zhang, Manqi;  Liu, Yang;  Teng, Teng;  Liu, Xueer;  Yu, Ying;  Jiang, Yuanliang;  Ouyang, Xuan;  Xu, Ming;  Lv, Fajin;  Long, Yicheng;  Zhou, Xinyu
收藏  |  浏览/下载：130/0  |  提交时间：2023/11/17
Childhood trauma  Major depressive disorder  Adolescent  Functional neuroimaging  Brain network  
Abnormality of anxious behaviors and functional connectivity between the amygdala and the frontal lobe in maternally deprived monkeys 期刊论文
BRAIN AND BEHAVIOR, 2023, 页码: 10
作者:  Feng, Xiao-Li;  Wang, Jiao-Jian;  Wu, Jing;  Ren, Xiao-Feng;  Zhou, Hui;  Li, Si-Yu;  Zhang, Jie;  Wang, Sheng-Hai;  Wang, Yun;  Hu, Zheng-Fei;  Hu, Xin-Tian;  Jiang, Tian-Zi
收藏  |  浏览/下载：140/0  |  提交时间：2023/11/17
amygdala-prefrontal connection  anxious behaviors  brain circuits  maternal deprivation  rhesus monkeys