Early Cortical Connective Network Relating to Audiovisual Stimulation by Partial Directed Coherence Analysis. - Yu Sun 014; Hong Zhang; Ting Feng; Yihong Qiu; Yisheng Zhu; Shanbao Tong (IEEE Trans. Biomed. Eng., 2009)

Graphic patterns of cortical functional connectivity of depressed patients on the basis of EEG measurements. - Yu Sun 014; Sijung Hu; Jonathon A. Chambers; Yisheng Zhu; Shanbao Tong (EMBC, 2011)

A tensorial approach to access cognitive workload related to mental arithmetic from EEG functional connectivity estimates. - Stavros I. Dimitriadis; Yu Sun 014; Kenneth Kwok; Nikolaos A. Laskaris; Anastasios Bezerianos (EMBC, 2013)

Multiple time-lag canonical correlation analysis for removing muscular artifacts in EEG. - Kaiquan Shen; Ke Yu; Aishwarya Bandla; Yu Sun 014; Nitish V. Thakor; Xiaoping Li (EMBC, 2013)

Structural connectivity analysis reveals topological aberrations in patients with schizophrenia. - Yu Sun 014; Renick Lee; Kaiquan Shen; Anastasios Bezerianos; Nitish V. Thakor; Kang Sim (EMBC, 2013)

Information transfer efficiency during rest and task a functional connectome approach. - Fumihiko Taya; Yu Sun 014; Nitish V. Thakor; Anastasios Bezerianos (BioCAS, 2014)

Towards a multimodal bioelectrical framework for the online mental workload evaluation. - Pietro Aricò; Gianluca Borghini; Ilenia Graziani; Fumihiko Taya; Yu Sun 014; Anastasios Bezerianos; Nitish V. Thakor; Febo Cincotti; Fabio Babiloni (EMBC, 2014)

Topological changes of the effective connectivity during the working memory training. - Yu Sun 014; Fumihiko Taya; Yu Chen; Ignacio Delgado-Martínez; Nitish V. Thakor; Anastasios Bezerianos (EMBC, 2014)

Cooperation driven coherence: Brains working hard together. - Anastasios Bezerianos; Yu Sun 014; Yu Chen; Kian Fong Woong; Fumihiko Taya; Pietro Aricò; Gianluca Borghini; Fabio Babiloni; Nitish V. Thakor (EMBC, 2015)

Investigating the correlation between the neural activity and task performance in a psychomotor vigilance test. - Zhongze Hu; Yu Sun 014; Julian Lim; Nitish V. Thakor; Anastasios Bezerianos (EMBC, 2015)

Assessing small-worldness of dynamic functional brain connectivity during complex tasks. - Shen Ren; Fumihiko Taya; Yu Sun 014; Joshua deSouza; Nitish V. Thakor; Anastasios Bezerianos (EMBC, 2015)

Single trial EEG classification of lower-limb movements using improved regularized common spatial pattern. - Yudu Li; Yu Sun 014; Fumihiko Taya; Haoyong Yu; Nitish V. Thakor; Anastasios Bezerianos (NER, 2015)

Training-induced changes in information transfer efficiency of the brain network: A functional connectome approach. - Fumihiko Taya; Yu Sun 014; Gianluca Borghini; Pietro Aricò; Fabio Babiloni; Anastasios Bezerianos; Nitish V. Thakor (NER, 2015)

A robotic knee exoskeleton for walking assistance and connectivity topology exploration in EEG signal. - Junhua Li; Gong Chen 001; Pavithra Thangavel; Haoyong Yu; Nitish V. Thakor; Anastasios Bezerianos; Yu Sun 014 (BioRob, 2016)

Optimization of workload level estimation using selection of EEG channel connectivity. - Kevin Ardian; Fumihiko Taya; Yu Sun 014; Anastasios Bezerianos; Kay Chen Tan (CEC, 2016)

Mining cross-frequency coupling microstates (CFCμstates) from EEG recordings during resting state and mental arithmetic tasks. - Stavros I. Dimitriadis; Yu Sun 014; Nitish V. Thakor; Anastasios Bezerianos (EMBC, 2016)

Photoplethysmography Revisited: From Contact to Noncontact, From Point to Imaging. - Yu Sun 014; Nitish V. Thakor (IEEE Trans. Biomed. Eng., 2016)

Driving Mental Fatigue Classification Based on Brain Functional Connectivity. - Georgios N. Dimitrakopoulos; Ioannis Kakkos; Aristidis G. Vrahatis; Kyriakos N. Sgarbas; Junhua Li; Yu Sun 014; Anastasios Bezerianos (EANN, 2017)

Role of multisensory stimuli in vigilance enhancement- a single trial event related potential study. - Nida Itrat Abbasi; Indu Prasad Bodala; Anastasios Bezerianos; Yu Sun 014; Hasan Al-Nashash; Nitish V. Thakor (EMBC, 2017)

Measuring vigilance decrement using computer vision assisted eye tracking in dynamic naturalistic environments. - Indu P. Bodala; Nida Itrat Abbasi; Yu Sun 014; Anastasios Bezerianos; Hasan Al-Nashash; Nitish V. Thakor (EMBC, 2017)

Connectome pattern alterations with increment of mental fatigue in one-hour driving simulation. - Bing Liang Chua; Zhongxiang Dai; Nitish V. Thakor; Anastasios Bezerianos; Yu Sun 014 (EMBC, 2017)

A mental fatigue index based on regression using mulitband EEG features with application in simulated driving. - Georgios N. Dimitrakopoulos; Ioannis Kakkos; Nitish V. Thakor; Anastasios Bezerianos; Yu Sun 014 (EMBC, 2017)

Graph theoretical analysis of EEG functional network during multi-workload flight simulation experiment in virtual reality environment. - Shengqian Zhang; Yuan Zhang; Yu Sun 014; Nitish V. Thakor; Anastasios Bezerianos (EMBC, 2017)

Identification of gait-related brain activity using electroencephalographic signals. - Jingwen Chai; Gong Chen 001; Pavithra Thangavel; Georgios N. Dimitrakopoulos; Ioannis Kakkos; Yu Sun 014; Zhongxiang Dai; Haoyong Yu; Nitish V. Thakor; Anastasios Bezerianos; Junhua Li (NER, 2017)

A unified canonical correlation analysis-based framework for removing gradient artifact in concurrent EEG/fMRI recording and motion artifact in walking recording from EEG signal. - Junhua Li; Yu Chen; Fumihiko Taya; Julian Lim; Kianfoong Wong; Yu Sun 014; Anastasios Bezerianos (Medical Biol. Eng. Comput., 2017)

The effects of a mid-task break on the brain connectome in healthy participants: A resting-state functional MRI study. - Yu Sun 014; Julian Lim; Zhongxiang Dai; Kianfoong Wong; Fumihiko Taya; Yu Chen; Junhua Li; Nitish V. Thakor; Anastasios Bezerianos (NeuroImage, 2017)

Functional brain network analysis reveals time-on-task related performance decline. - Yu Sun 014; Anastasios Bezerianos; Nitish V. Thakor; Jinsong Li (EMBC, 2018)

Continuous Decoding of Self-Paced Movement Intention from EEG Correlates. - Haoming Xie; Jing Zhang; Weihai Chen; Jianbin Zhang; Yu Sun 014 (ICARCV, 2018)

Reorganization of Temporal Brain Network Underpins Accumulative Nature of Mental Fatigue. - Lingyun Gao; Anastasios Bezerianos; Nitish V. Thakor; Jinsong Li; Yu Sun 014 (NER, 2019)

What Are Spectral and Spatial Distributions of EEG-EMG Correlations in Overground Walking? An Exploratory Study. - Junhua Li; Georgios N. Dimitrakopoulos; Pavithra Thangavel; Gong Chen 001; Yu Sun 014; Zhao Guo; Haoyong Yu; Nitish V. Thakor; Anastasios Bezerianos (IEEE Access, 2019)

Multimodal neuroimaging study reveals dissociable processes between structural and functional networks in patients with subacute intracerebral hemorrhage. - Xiaobing Zhang; Xuebin Yu; Qingquan Bao; Liming Yang; Yu Sun 014; Peng Qi 001 (Medical Biol. Eng. Comput., 2019)

Multivariate Regression with Gross Errors on Manifold-Valued Data. - Xiaowei Zhang 002; Xudong Shi 005; Yu Sun 014; Li Cheng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

The Effect of Longitudinal Training on Working Memory Capacities: An Exploratory EEG Study. - Zian Pei; Tao Xu 010; Anastasios Bezerianos; Junhua Li; Yu Sun 014; Hongtao Wang 001 (EMBC, 2020)

Evaluating Memory and Cognition via a Wearable EEG System: A Preliminary Study. - Stavros Theofanis Miloulis; Ioannis Kakkos; Georgios N. Dimitrakopoulos; Yu Sun 014; Irene S. Karanasiou; Panteleimon Asvestas; Errikos-Chaim Ventouras; George K. Matsopoulos (MobiHealth, 2020)

Functional Connectivity for Motor Imaginary Recognition in Brain-computer Interface. - Zhao Feng; Linze Qian; Hongying Hu; Yu Sun 014 (SMC, 2020)

A Novel Scheme for Classification of Motor Imagery Signal using Stockwell Transform of CSP and CNN Model. - Linze Qian; Zhao Feng; Hongying Hu; Yu Sun 014 (SMC, 2020)

Breastfeeding improves dynamic reorganization of functional connectivity in preterm infants: a temporal brain network study. - Weiming Niu; Xinfen Xu; Hongxi Zhang; Yao Zhang; Shaoqing Ni; Tianmei Liu; Qiufang Li; Can Lai; Yu Sun 014 (Medical Biol. Eng. Comput., 2020)

Cross-Subject Driving Fatigue Detection Model Based on Feature Selection of Critical Functional Connectivity. - Kuijun Wu; Yi Sun 008; Lingyun Gao; Jingjia Yuan; Yu Sun 014 (M2VIP, 2021)

Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization. - Hongtao Wang 001; Xucheng Liu; Junhua Li; Tao Xu 010; Anastasios Bezerianos; Yu Sun 014; Feng Wan 003 (IEEE Trans. Cogn. Dev. Syst., 2021)

Performance Enhancement of P300 Detection by Multiscale-CNN. - Hongtao Wang 001; Zian Pei; Linfeng Xu; Tao Xu 010; Anastasios Bezerianos; Yu Sun 014; Junhua Li (IEEE Trans. Instrum. Meas., 2021)

EEG Fingerprints of Task-Independent Mental Workload Discrimination. - Ioannis Kakkos; Georgios N. Dimitrakopoulos; Yi Sun 008; Jingjia Yuan; George K. Matsopoulos; Anastasios Bezerianos; Yu Sun 014 (IEEE J. Biomed. Health Informatics, 2021)

Design a Novel BCI for Neurorehabilitation Using Concurrent LFP and EEG Features: A Case Study. - Zhao Feng; Yi Sun 008; Linze Qian; Yu Qi; Yueming Wang 001; Cuntai Guan; Yu Sun 014 (IEEE Trans. Biomed. Eng., 2022)

Inferring the Individual Psychopathologic Deficits With Structural Connectivity in a Longitudinal Cohort of Schizophrenia. - Yi Sun 008; Zhe Zhang 029; Ioannis Kakkos; George K. Matsopoulos; Jingjia Yuan; John Suckling; Luoyi Xu; Shuxia Cao; Wenjuan Chen; Xingyue Hu; Tao Li; Kang Sim; et al. (IEEE J. Biomed. Health Informatics, 2022)

E-Key: An EEG-Based Biometric Authentication and Driving Fatigue Detection System. - Tao Xu 010; Hongtao Wang 001; Guanyong Lu; Feng Wan 003; Mengqi Deng; Peng Qi 001; Anastasios Bezerianos; Cuntai Guan; Yu Sun 014 (IEEE Trans. Affect. Comput., 2023)

Improving Intention Detection in Single-Trial Classification Through Fusion of EEG and Eye-Tracker Data. - Xianliang Ge; Yunxian Pan; Sujie Wang; Linze Qian; Jingjia Yuan; Jie Xu 011; Nitish V. Thakor; Yu Sun 014 (IEEE Trans. Hum. Mach. Syst., 2023)

Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network. - Shun Liu; Chi Man Wong; Xucheng Liu; Hongtao Wang 001; Anastasios Bezerianos; Yu Sun 014; Tzyy-Ping Jung; Feng Wan 003 (IEEE Trans. Instrum. Meas., 2023)

Privacy-Preserving Brain-Computer Interfaces: A Systematic Review. - Kun Xia; Wlodzislaw Duch; Yu Sun 014; Kedi Xu 001; Weili Fang; Hanbin Luo; Yi Zhang 029; Dong Sang; Xiaodong Xu; Fei-Yue Wang 001; Dongrui Wu (IEEE Trans. Comput. Soc. Syst., 2023)

Individualized Prediction of Task Performance Decline Using Pre-Task Resting-State Functional Connectivity. - Peng Qi 001; Xiaobing Zhang; Ioannis Kakkos; Kuijun Wu; Sujie Wang; Jingjia Yuan; Lingyun Gao; George K. Matsopoulos; Yu Sun 014 (IEEE J. Biomed. Health Informatics, 2023)

μ-STAR: A novel framework for spatio-temporal M/EEG source imaging optimized by microstates. - Zhao Feng; Sujie Wang; Linze Qian; Mengru Xu; Kuijun Wu; Ioannis Kakkos; Cuntai Guan; Yu Sun 014 (NeuroImage, 2023)

EEG-Based Mental Workload Assessment in a Simulated Flight Task Using Single-Channel Brain Rhythm Sequence. - Xinyi Xu; Hui Gao; Yuning Wang; Linze Qian; Kuijun Wu; Anastasios Bezerianos; Wei Wang 414; Yu Sun 014 (IEEE Trans. Instrum. Meas., 2024)

Machine Learning Technique Reveals Intrinsic EEG Connectivity Characteristics of Patients With Mild Stroke During Cognitive Task Performing. - Mengru Xu; Zhao Feng; Sujie Wang; Hui Gao; Jiaye Cai; Biwen Wu; Huaying Cai; Yi Sun 008; Cuntai Guan; Yu Sun 014; Xuchen Qi (IEEE Trans. Cogn. Dev. Syst., 2024)

Individual Variability in Brain Connectivity Patterns and Driving-Fatigue Dynamics. - Olympia Giannakopoulou; Ioannis Kakkos; Georgios N. Dimitrakopoulos; Marilena Tarousi; Yu Sun 014; Anastasios Bezerianos; Dimitrios D. Koutsouris; George K. Matsopoulos (Sensors, 2024)

MetaNIRS: A general decoding framework for fNIRS based motor execution/imagery. - Yu Li; Yu Sun 014; Feng Wan 003; Zhen Yuan; Tzyy-Ping Jung; Hongtao Wang 001 (Neural Networks, 2025)

STARTS: A Self-Adapted Spatio-Temporal Framework for Automatic E/MEG Source Imaging. - Zhao Feng; Cuntai Guan; Ruifeng Zheng; Yu Sun 014 (IEEE Trans. Medical Imaging, 2025)

Brain Network Reorganization in Response to Multilevel Mental Workload in Simulated Flight Tasks. - Kuijun Wu; Jingjia Yuan; Xianliang Ge; Ioannis Kakkos; Linze Qian; Sujie Wang; Yamei Yu; Chuantao Li; Yu Sun 014 (IEEE Trans. Cogn. Dev. Syst., 2025)

FBCPM: A Filter Bank Connectome-Based Predictive Modeling Framework for EEG Signals. - Linze Qian; Sujie Wang; Ioannis Kakkos; Xiaoyu Li; Xinyi Xu; Mengru Xu; George K. Matsopoulos; Yi Sun 008; Jianhua Li; Chuantao Li; Yu Sun 014 (IEEE J. Biomed. Health Informatics, 2025)