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Subject-specific CNN model with parameter-based transfer learning for SSVEP detection Journal article
Ji, Zhouyu, Xu, Tao, Chen, Chuangquan, Yin, Haojun, Wan, Feng, Wang, Hongtao. Subject-specific CNN model with parameter-based transfer learning for SSVEP detection[J]. Biomedical Signal Processing and Control, 2025, 103, 107404.
Authors:  Ji, Zhouyu;  Xu, Tao;  Chen, Chuangquan;  Yin, Haojun;  Wan, Feng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.9/4.9 | Submit date：2025/01/22
Brain–computer Interface  Deep Learning  Electroencephalogram (Eeg)  Transfer Learning  Steady-state Visual Evoked Potential (Ssvep)  
A super-resolution framework for emotion recognition based on EEG signals Journal article
Li, Guofa, Yuan, Yufei, Li, Chuzhao, Li, Qingkun, Li, Wenbo, Li, Zhenning, Green, Paul. A super-resolution framework for emotion recognition based on EEG signals[J]. IEEE Sensors Journal, 2024, 24(23), 40137-40147.
Authors:  Li, Guofa;  Yuan, Yufei;  Li, Chuzhao;  Li, Qingkun;  Li, Wenbo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.3/4.2 | Submit date：2024/12/05
Brain-computer Interface  Electroencephalogram (Eeg)  Emotion Recognition  Super-resolution  
Decoded EEG neurofeedback-guided cognitive reappraisal training for emotion regulation Journal article
Li, Linling, Gui, Xueying, Huang, Gan, Zhang, Li, Wan, Feng, Han, Xue, Wang, Jianhong, Ni, Dong, Liang, Zhen, Zhang, Zhiguo. Decoded EEG neurofeedback-guided cognitive reappraisal training for emotion regulation[J]. COGNITIVE NEURODYNAMICS, 2024, 18, 2659-2673.
Authors:  Li, Linling;  Gui, Xueying;  Huang, Gan;  Zhang, Li;  Wan, Feng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.1/3.5 | Submit date：2024/05/16
Decoded Neurofeedback  Electroencephalogram (Eeg)  Emotion Classification  Cognitive Reappraisal  Emotion Regulation  
Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition Journal article
Li, Cunbo, Li, Peiyang, Chen, Zhaojin, Yang, Lei, Li, Fali, Wan, Feng, Cao, Zehong, Yao, Dezhong, Lu, Bao Liang, Xu, Peng. Brain Network Manifold Learned by Cognition-Inspired Graph Embedding Model for Emotion Recognition[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024.
Authors:  Li, Cunbo;  Li, Peiyang;  Chen, Zhaojin;  Yang, Lei;  Li, Fali; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.6/8.7 | Submit date：2024/10/10
Affective Brain-computer Interface (Abci) System  Cognition-inspired Learning  Electroencephalogram (Eeg) Brain Networks  Emotion Recognition  Geometry Manifold  Graph Embedding  L1-norm Space  
Classification of attention deficit/hyperactivity disorder based on EEG signals using a EEG-Transformer model∗ Journal article
He, Yuchao, Wang, Xin, Yang, Zijian, Xue, Lingbin, Chen, Yuming, Ji, Junyu, Wan, Feng, Mukhopadhyay, Subhas Chandra, Men, Lina, Tong, Michael Chi Fai, Li, Guanglin, Chen, Shixiong. Classification of attention deficit/hyperactivity disorder based on EEG signals using a EEG-Transformer model∗[J]. Journal of neural engineering, 2023, 20(5), 056013.
Authors:  He, Yuchao;  Wang, Xin;  Yang, Zijian;  Xue, Lingbin;  Chen, Yuming; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:3.7/5.0 | Submit date：2023/10/10
Attention Deficit/hyperactivity Disorder (Adhd)  Attention Mechanism  Electroencephalogram (Eeg)  Transformer  
Distance to criticality undergoes critical transition before epileptic seizure attacks Journal article
Liu,Shun, Li,Fali, Wan,Feng. Distance to criticality undergoes critical transition before epileptic seizure attacks[J]. Brain Research Bulletin, 2023, 200, 110684.
Authors:  Liu,Shun;  Li,Fali;  Wan,Feng
Favorite | TC[WOS]:5 TC[Scopus]:4  IF:3.5/3.6 | Submit date：2023/08/03
Brain Network  Criticality  Electroencephalogram (Eeg)  Epileptic Seizures  
Association between the loudness dependence of auditory evoked potential, serotonergic neurotransmission and treatment outcome in patients with depression Journal article
Ip, Cheng Teng, Ganz, Melanie, Ozenne, Brice, Olbrich, Sebastian, Beliveau, Vincent, Dam, Vibeke H., Köhler-Forsberg, Kristin, Jørgensen, Martin B., Frøkjær, Vibe G., Knudsen, Gitte M.. Association between the loudness dependence of auditory evoked potential, serotonergic neurotransmission and treatment outcome in patients with depression[J]. European Neuropsychopharmacology, 2023, 70, 32-44.
Authors:  Ip, Cheng Teng;  Ganz, Melanie;  Ozenne, Brice;  Olbrich, Sebastian;  Beliveau, Vincent; et al.
Favorite | TC[WOS]:6 TC[Scopus]:6  IF:6.1/5.3 | Submit date：2023/06/05
5-ht4 Receptor (5-ht4r)  Biomarker  Electroencephalogram (Eeg)  Loudness Dependence Of Auditory Evoked Potential (Ldaep)  Major Depressive Disorders (Mdd)  Selective Serotonin Reuptake Inhibitors (Ssri)  
Effects of EEG Analysis Window Location on Classifying Spoken Mandarin Monosyllables Conference paper
Li,Mingtao, Liao,Shangdi, Pun,Sio Hang, Chen,Fei. Effects of EEG Analysis Window Location on Classifying Spoken Mandarin Monosyllables[C]. Abbott, Cleveland FES, Diagnostic Biochips, IEEE, IEEE Engineering in Medicine and Biology Society (EMBS), U.S. Food and Drug Administration (FDA):IEEE Computer Society, 2023.
Authors:  Li,Mingtao;  Liao,Shangdi;  Pun,Sio Hang;  Chen,Fei
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2023/08/03
Electroencephalogram (Eeg)  Lexical Tones And Vowels  Onset  Self-paced Paradigm  Spoken Speech  
Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network Journal article
Liu,Shun, Wong,Chi Man, Liu,Xucheng, Wang,Hongtao, Bezerianos,Anastasios, Sun,Yu, Jung,Tzyy Ping, Wan,Feng. Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72.
Authors:  Liu,Shun;  Wong,Chi Man;  Liu,Xucheng;  Wang,Hongtao;  Bezerianos,Anastasios; et al.
Favorite | TC[WOS]:14 TC[Scopus]:11  IF:5.6/5.6 | Submit date：2023/08/03
Cross-frequency Coupling (Cfc)  Driver Fatigue  Electroencephalogram (Eeg)  Multilayer Network  
EEG-based Emotion Recognition via Channel-wise Attention and Self Attention Journal article
Tao,Wei, Li,Chang, Song,Rencheng, Cheng,Juan, Liu,Yu, Wan,Feng, Chen,Xun. EEG-based Emotion Recognition via Channel-wise Attention and Self Attention[J]. IEEE Transactions on Affective Computing, 2023, 14(1), 382 - 393.
Authors:  Tao,Wei;  Li,Chang;  Song,Rencheng;  Cheng,Juan;  Liu,Yu; et al.
Favorite | TC[WOS]:250 TC[Scopus]:236  IF:9.6/11.0 | Submit date：2021/03/11
Channel-wise Attention  Convolution  Data Mining  Databases  Electroencephalogram (Eeg)  Electroencephalography  Emotion Recognition  Emotion Recognition  Feature Extraction  Self-attention  Task Analysis