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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  
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.
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
Cognitive Reappraisal  Decoded Neurofeedback  Electroencephalogram (Eeg)  Emotion Classification  Emotion Regulation  
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]:3  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]:4 TC[Scopus]:4  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)  
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]:10 TC[Scopus]:9  IF:5.6/5.6 | Submit date：2023/08/03
Cross-frequency Coupling (Cfc)  Driver Fatigue  Electroencephalogram (Eeg)  Multilayer Network  
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]:1 | Submit date：2023/08/03
Electroencephalogram (Eeg)  Lexical Tones And Vowels  Onset  Self-paced Paradigm  Spoken Speech  
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]:226 TC[Scopus]:201  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  
Toward practical driving fatigue detection using three frontal EEG channels: A proof-of-concept study Journal article
Liu, Xucheng, Li, Gang, Wang, Sujie, Wan, Feng, Sun, Yi, Wang, Hongtao, Bezerianos, Anastasios, Li, Chuantao, Sun, Yu. Toward practical driving fatigue detection using three frontal EEG channels: A proof-of-concept study[J]. Physiological Measurement, 2021, 42(4), 044003.
Authors:  Liu, Xucheng;  Li, Gang;  Wang, Sujie;  Wan, Feng;  Sun, Yi; et al.
Favorite | TC[WOS]:21 TC[Scopus]:22  IF:2.3/2.6 | Submit date：2021/12/07
Driving Fatigue  Electroencephalogram (Eeg)  Feature Selection  Functional Connectivity  Non-hair-bearing (Nhb)  
Mandarin Tone Classification in Spoken Speech with EEG Signals Conference paper
Mingtao Li, Sio Hang Pun, Fei Chen. Mandarin Tone Classification in Spoken Speech with EEG Signals[C], Piscataway, NJ:IEEE, 2021, 1163-1166.
Authors:  Mingtao Li;  Sio Hang Pun;  Fei Chen
Favorite | TC[WOS]:4 TC[Scopus]:4 | Submit date：2022/05/13
Common Spatial Pattern (Csp)  Electroencephalogram (Eeg)  Mandarin Tones  Riemannian Manifold  Spoken Speech