Personal information

Brain-Computer Interface, Neuroergonomics, Brain state monitoring, Human Connectome
China

Biography

Yu SUN receives his B. Eng. degree in biomedical engineering from Nanjing University of Aeronautics and Astronautics, China, in 2005, the Ph.D. degree in electronic, electrical and system engineering from Loughborough University, United Kingdom, in 2011, and the joint-Ph.D. degree in biomedical engineering from Shanghai Jiao Tong University, China, in 2012. During 2012 – 2017, he was initially a post-doc research fellow and later senior research fellow at the Centre for Life Sciences at National University of Singapore, Singapore. He is current a Research Professor at the Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University. Dr. Sun is a recipient of the Best Poster Award of IEEE Life Science Grand Challenge Conference 2013 (IEEE LSGCC) and the Best Paper Award Finalist of IEEE EMBS Neural Engineering Conference 2017 (IEEE NER). Dr. Sun has served as an Associate Editor of the journal Medical & Biological Engineering & Computing since 2017; and served as an Associate Editor of the journal IEEE Transactions on Neural Systems and Rehabilitation Engineering since 2019; and provided regular review service for more than 10 peer-reviewed journals.
Dr. Sun’s research emphasis has been placed on the integration of the neural engineering, cognitive sciences, and neuroergonomics in service of insights into functions of the brain, cognition, and behavior. In particular, his research work on passive brain-computer interface, brain state monitoring, and multimodal brain connectome has led to more than 40 journal articles in the prestigious engineering journals such as Annals of Biomedical Engineering, Engineering, IEEE Transactions on Biomedical Engineering, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Activities

Employment (3)

Zhejiang University : Hangzhou, CN

2017-11-09 to present | Professor (tenure-track) (Department of Biomedical Engineering)
Employment
Source: Self-asserted source
Yu SUN

National University of Singapore: Singapore, SG

2015-01-01 to present | Senior Research Fellow (Centre for Life Sciences)
Employment
Source: Self-asserted source
Yu SUN

National University of Singapore: Singapore, SG

2012-09-06 to 2014-12-31 | Post-doc Research Fellow (Centre for Life Sciences)
Employment
Source: Self-asserted source
Yu SUN

Education and qualifications (3)

Shanghai Jiao Tong University : Shanghai, CN

2005-09-01 to 2012-05-31 | Ph.D. (Biomedical Engineering)
Education
Source: Self-asserted source
Yu SUN

Loughborough University : Loughborough, GB

2009-09-01 to 2011-12-31 | Ph.D. (Biomedical Engineering)
Education
Source: Self-asserted source
Yu SUN

Nanjing University of Aeronautics and Astronautics: Nanjing, Jiangsu, CN

2001-09-01 to 2005-06-30 | B.Eng. (Biomedical Engineering )
Education
Source: Self-asserted source
Yu SUN

Professional activities (2)

IEEE: New York, NY, US

2018-10-01 to present | Senior Member
Membership
Source: Self-asserted source
Yu SUN

IEEE: New York, NY, US

2012 to 2018 | Member
Membership
Source: Self-asserted source
Yu SUN

Funding (1)

基于动态脑功能网络的心理疲劳神经机理研究

2019-01 to 2021-12 | Grant
National Natural Science Foundation of China (Hangzhou, CN)
GRANT_NUMBER:

81801785

Source: Self-asserted source
Yu SUN

Works (50 of 84)

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A Cascade xDAWN EEGNet Structure for Unified Visual-Evoked Related Potential Detection

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2024 | Journal article
Contributors: Hongtao Wang; Zehui Wang; Yu Sun; Zhen Yuan; Tao Xu; Junhua Li
Source: check_circle
Crossref

EEG-Based Mental Workload Assessment in a Simulated Flight Task Using Single-Channel Brain Rhythm Sequence

IEEE Transactions on Instrumentation and Measurement
2024 | Journal article
Contributors: Xinyi Xu; Hui Gao; Yuning Wang; Linze Qian; Kuijun Wu; Anastasios Bezerianos; Wei Wang; Yu Sun
Source: check_circle
Crossref

STARTS: A self-adapted spatio-temporal framework for automatic E/MEG source imaging

IEEE Transactions on Medical Imaging
2024 | Journal article
Contributors: Zhao Feng; Cuntai Guan; Ruifeng Zheng; Yu Sun
Source: check_circle
Crossref

Machine Learning Technique Reveals Intrinsic EEG Connectivity Characteristics of Patients With Mild Stroke During Cognitive Task Performing

IEEE Transactions on Cognitive and Developmental Systems
2024-02 | Journal article
Contributors: Mengru Xu; Zhao Feng; Sujie Wang; Hui Gao; Jiaye Cai; Biwen Wu; Huaying Cai; Yi Sun; Cuntai Guan; Yu Sun et al.
Source: check_circle
Crossref

Brain Network Reorganization During Visual Search Task Revealed by a Network Analysis of Fixation-Related Potential

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2023 | Journal article
Contributors: Linze Qian; Xianliang Ge; Zhao Feng; Sujie Wang; Jingjia Yuan; Yunxian Pan; Hongqi Shi; Jie Xu; Yu Sun
Source: check_circle
Crossref

Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain Network

IEEE Transactions on Instrumentation and Measurement
2023 | Journal article
Contributors: Shun Liu; Chi Man Wong; Xucheng Liu; Hongtao Wang; Anastasios Bezerianos; Yu Sun; Tzyy-Ping Jung; Feng Wan
Source: check_circle
Crossref

Individualized Prediction of Task Performance Decline Using Pre-Task Resting-State Functional Connectivity

IEEE Journal of Biomedical and Health Informatics
2023 | Journal article
Contributors: Peng Qi; Xiaobing Zhang; Ioannis Kakkos; Kuijun Wu; Sujie Wang; Jingjia Yuan; Lingyun Gao; George K. Matsopoulos; Yu Sun
Source: check_circle
Crossref

Self-Attentive Channel-Connectivity Capsule Network for EEG-Based Driving Fatigue Detection

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2023 | Journal article
Contributors: Chuangquan Chen; Zhouyu Ji; Yu Sun; Anastasios Bezerianos; Nitish Thakor; Hongtao Wang
Source: check_circle
Crossref

Self-Regulation Phenomenon Emerged During Prolonged Fatigue Driving: An EEG Connectivity Study

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2023 | Journal article
Contributors: Gang Li; Jie Wang; Wanxiu Xu; Kuijun Wu; Yufeng Liu; Anastasios Bezerianos; Yu Sun
Source: check_circle
Crossref

ST-CapsNet: Linking Spatial and Temporal Attention With Capsule Network for P300 Detection Improvement

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2023 | Journal article
Contributors: Zehui Wang; Chuangquan Chen; Junhua Li; Feng Wan; Yu Sun; Hongtao Wang
Source: check_circle
Crossref

μ-STAR: A novel framework for spatio-temporal M/EEG source imaging optimized by microstates

NeuroImage
2023-11 | Journal article
Contributors: Zhao Feng; Sujie Wang; Linze Qian; Mengru Xu; Kuijun Wu; Ioannis Kakkos; Cuntai Guan; Yu Sun
Source: check_circle
Crossref

Privacy-Preserving Brain–Computer Interfaces: A Systematic Review

IEEE Transactions on Computational Social Systems
2023-10 | Journal article
Contributors: Kun Xia; Wlodzislaw Duch; Yu Sun; Kedi Xu; Weili Fang; Hanbin Luo; Yi Zhang; Dong Sang; Xiaodong Xu; Fei-Yue Wang et al.
Source: check_circle
Crossref

E-Key: An EEG-Based Biometric Authentication and Driving Fatigue Detection System

IEEE Transactions on Affective Computing
2023-04-01 | Journal article
Contributors: Tao Xu; Hongtao Wang; Guanyong Lu; Feng Wan; Mengqi Deng; Peng Qi; Anastasios Bezerianos; Cuntai Guan; Yu Sun
Source: check_circle
Crossref

Improving Intention Detection in Single-Trial Classification Through Fusion of EEG and Eye-Tracker Data

IEEE Transactions on Human-Machine Systems
2023-02 | Journal article
Contributors: Xianliang Ge; Yunxian Pan; Sujie Wang; Linze Qian; Jingjia Yuan; Jie Xu; Nitish Thakor; Yu Sun
Source: check_circle
Crossref

Dynamic Reorganization of Functional Connectivity During Post-Break Task Reengagement

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2022 | Journal article
Contributors: Lingyun Gao; Jin Yu; Li Zhu; Sujie Wang; Jingjia Yuan; Gang Li; Jiaye Cai; Xucheng Qi; Yi Sun; Yu Sun
Source: check_circle
Crossref

Aberrant dynamic structure–function relationship of rich‐club organization in treatment‐naïve newly diagnosed juvenile myoclonic epilepsy

Human Brain Mapping
2022-08-15 | Journal article
Contributors: Guangyao Liu; Weihao Zheng; Hong Liu; Man Guo; Laiyang Ma; Wanjun Hu; Ming Ke; Yu Sun; Jing Zhang; Zhe Zhang
Source: check_circle
Crossref

Design a Novel BCI for Neurorehabilitation Using Concurrent LFP and EEG Features: A Case Study

IEEE Transactions on Biomedical Engineering
2022-05 | Journal article
Contributors: Zhao Feng; Yi Sun; Linze Qian; Yu Qi; Yueming Wang; Cuntai Guan; Yu Sun
Source: check_circle
Crossref

Evaluating Memory and Cognition via a Wearable EEG System: A Preliminary Study

2021 | Book chapter
Contributors: Stavros-Theofanis Miloulis; Ioannis Kakkos; Georgios Ν. Dimitrakopoulos; Yu Sun; Irene Karanasiou; Panteleimon Asvestas; Errikos-Chaim Ventouras; George Matsopoulos
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Crossref

Mid-Task Physical Exercise Keeps Your Mind Vigilant: Evidences From Behavioral Performance and EEG Functional Connectivity

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2021 | Journal article
Contributors: Lingyun Gao; Li Zhu; Liang Hu; Hongying Hu; Sujie Wang; Anastasios Bezerianos; Yanlin Li; Chuantao Li; Yu Sun
Source: check_circle
Crossref

Performance Enhancement of P300 Detection by Multiscale-CNN

IEEE Transactions on Instrumentation and Measurement
2021 | Journal article
Contributors: Hongtao Wang; Zian Pei; Linfeng Xu; Tao Xu; Anastasios Bezerianos; Yu Sun; Junhua Li
Source: check_circle
Crossref

EEG Fingerprints of Task-Independent Mental Workload Discrimination

IEEE Journal of Biomedical and Health Informatics
2021-10 | Journal article
Contributors: Ioannis Kakkos; Georgios N. Dimitrakopoulos; Yi Sun; Jingjia Yuan; George K. Matsopoulos; Anastasios Bezerianos; Yu Sun
Source: check_circle
Crossref

Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization

IEEE Transactions on Cognitive and Developmental Systems
2021-09 | Journal article
Contributors: Hongtao Wang; Xucheng Liu; Junhua Li; Tao Xu; Anastasios Bezerianos; Yu Sun; Feng Wan
Source: check_circle
Crossref

A multi-domain prognostic model of disorder of consciousness using resting-state fMRI and laboratory parameters

Brain Imaging and Behavior
2021-08-11 | Journal article
Contributors: Yamei Yu; Fanxia Meng; Li Zhang; Xiaoyan Liu; Yuehao Wu; Sicong Chen; Xufei Tan; Xiaoxia Li; Sheng Kuang; Yu Sun et al.
Source: check_circle
Crossref

Dynamic functional connectivity and its anatomical substrate reveal treatment outcome in first-episode drug-naïve schizophrenia

Translational Psychiatry
2021-05-12 | Journal article
Contributors: Zhe Zhang; Kaiming Zhuo; Qiang Xiang; Yi Sun; John Suckling; Jinhong Wang; Dengtang Liu; Yu Sun
Source: check_circle
Crossref

Toward practical driving fatigue detection using three frontal EEG channels: a proof-of-concept study

Physiological Measurement
2021-04-01 | Journal article
Contributors: Xucheng Liu; Gang Li; Sujie Wang; Feng Wan; Yi Sun; Hongtao Wang; Anastasios Bezerianos; Chuantao Li; Yu Sun
Source: check_circle
Crossref

Breastfeeding improves dynamic reorganization of functional connectivity in preterm infants: a temporal brain network study

Medical & Biological Engineering & Computing
2020-11 | Journal article
Contributors: Weiming Niu; Xinfen Xu; Hongxi Zhang; Yao Zhang; Shaoqing Ni; Tianmei Liu; Qiufang Li; Can Lai; Yu Sun
Source: check_circle
Crossref

EEG Functional Connectivity Predicts Individual Behavioural Impairment During Mental Fatigue

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2020-09 | Journal article
Contributors: Peng Qi; Hongying Hu; Li Zhu; Lingyun Gao; Jingjia Yuan; Nitish Thakor; Anastasios Bezerianos; Yu Sun
Source: check_circle
Crossref

Dynamic Reorganization of Functional Connectivity Unmasks Fatigue Related Performance Declines in Simulated Driving

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2020-08 | Journal article
Contributors: Hongtao Wang; Xucheng Liu; Hongying Hu; Feng Wan; Ting Li; Lingyun Gao; Anastasios Bezerianos; Yu Sun; Tzyy-Ping Jung
Source: check_circle
Crossref

Mindfulness practice alters brain connectivity in community‐living elders with mild cognitive impairment

Psychiatry and Clinical Neurosciences
2020-04 | Journal article
Contributors: Johnson Fam; Yu Sun; Peng Qi; Regine Cassandra Lau; Lei Feng; Ee Heok Kua; Rathi Mahendran
Source: check_circle
Crossref

Effects of Rest-Break on Mental Fatigue Recovery Determined by a Novel Temporal Brain Network Analysis of Dynamic Functional Connectivity

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2020-01 | Journal article
Contributors: Peng Qi; Lingyun Gao; Jianjun Meng; Nitish Thakor; Anastasios Bezerianos; Yu Sun
Source: check_circle
Crossref

What Are Spectral and Spatial Distributions of EEG-EMG Correlations in Overground Walking? An Exploratory Study

IEEE Access
2019 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Yu SUN

Mental Workload Drives Different Reorganizations of Functional Cortical Connectivity Between 2D and 3D Simulated Flight Experiments

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2019-09 | Journal article
Contributors: Ioannis Kakkos; Georgios N. Dimitrakopoulos; Lingyun Gao; Yuan Zhang; Peng Qi; George K. Matsopoulos; Nitish Thakor; Anastasios Bezerianos; Yu Sun
Source: check_circle
Crossref

Online Adaptive Decoding of Motor Imagery Based on Reinforcement Learning

2019 14th IEEE Conference on Industrial Electronics and Applications (ICIEA)
2019-06 | Conference paper
Source: Self-asserted source
Yu SUN
grade
Preferred source (of 3)‎

Multimodal neuroimaging study reveals dissociable processes between structural and functional networks in patients with subacute intracerebral hemorrhage

Medical & Biological Engineering & Computing
2019-06-09 | Journal article
Contributors: Xiaobing Zhang; Xuebin Yu; Qingquan Bao; Liming Yang; Yu Sun; Peng Qi
Source: check_circle
Crossref

Neural Mechanisms of Mental Fatigue Revisited: New Insights from the Brain Connectome

Engineering
2019-04 | Journal article
Contributors: Peng Qi; Hua Ru; Lingyun Gao; Xiaobing Zhang; Tianshu Zhou; Yu Tian; Nitish Thakor; Anastasios Bezerianos; Jinsong Li; Yu Sun
Source: check_circle
Crossref

Reorganization of Temporal Brain Network Underpins Accumulative Nature of Mental Fatigue

2019 9th International IEEE/EMBS Conference on Neural Engineering (NER)
2019-03 | Conference paper
Source: Self-asserted source
Yu SUN
grade
Preferred source (of 2)‎

Modular Functional-Metabolic Coupling Alterations of Frontoparietal Network in Schizophrenia Patients

Frontiers in Neuroscience
2019-02-06 | Journal article
Part of ISSN: 1662-453X
Source: Self-asserted source
Yu SUN

Continuous Decoding of Self-Paced Movement Intention from EEG Correlates

2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV)
2018-11 | Conference paper
Source: Self-asserted source
Yu SUN

Altered intra- and inter-hemispheric functional dysconnectivity in schizophrenia.

Brain imaging and behavior
2018-08 | Journal article
Contributors: Zhang Y; Dai Z; Chen Y; Sim K; Sun Y; Yu R
Source: Self-asserted source
Yu SUN via Europe PubMed Central

Machine learning technique reveals intrinsic characteristics of schizophrenia: an alternative method.

Brain imaging and behavior
2018-08 | Journal article
Contributors: Li J; Sun Y; Huang Y; Bezerianos A; Yu R
Source: Self-asserted source
Yu SUN via Europe PubMed Central

Functional brain network analysis reveals time-on-task related performance decline

2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2018-07 | Conference paper
Source: Self-asserted source
Yu SUN

Dynamic Reorganization of Functional Connectivity Reveals Abnormal Temporal Efficiency in Schizophrenia.

Schizophrenia bulletin
2018-06 | Journal article
Contributors: Sun Y; Collinson SL; Suckling J; Sim K
Source: Self-asserted source
Yu SUN via Europe PubMed Central

Fronto-Parietal Subnetworks Flexibility Compensates For Cognitive Decline Due To Mental Fatigue.

Human brain mapping
2018-04 | Journal article
Contributors: Taya F; Dimitriadis SI; Dragomir A; Lim J; Sun Y; Wong KF; Thakor NV; Bezerianos A
Source: Self-asserted source
Yu SUN via Europe PubMed Central

Functional Connectivity Analysis of Mental Fatigue Reveals Different Network Topological Alterations Between Driving and Vigilance Tasks

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2018-04 | Journal article
Contributors: Georgios N. Dimitrakopoulos; Ioannis Kakkos; Zhongxiang Dai; Hongtao Wang; Kyriakos Sgarbas; Nitish Thakor; Anastasios Bezerianos; Yu Sun
Source: check_circle
Crossref

Topological Changes in the Brain Network Induced by the Training on a Piloting Task: An EEG-Based Functional Connectome Approach

IEEE Transactions on Neural Systems and Rehabilitation Engineering
2018-02 | Journal article
Part of ISSN: 1534-4320
Part of ISSN: 1558-0210
Source: Self-asserted source
Yu SUN
grade
Preferred source (of 2)‎

Multivariate Regression with Gross Errors on Manifold-valued Data.

IEEE transactions on pattern analysis and machine intelligence
2018-01 | Journal article
Contributors: Zhang X; Shi X; Sun Y; Cheng L
Source: Self-asserted source
Yu SUN via Europe PubMed Central

Driving Mental Fatigue Classification Based on Brain Functional Connectivity

Engineering Applications of Neural Networks
2017 | Book chapter
Part of ISBN: 9783319651712
Part of ISBN: 9783319651729
Part of ISSN: 1865-0929
Part of ISSN: 1865-0937
Source: Self-asserted source
Yu SUN

Asymmetry of Hemispheric Network Topology Reveals Dissociable Processes between Functional and Structural Brain Connectome in Community-Living Elders

Frontiers in Aging Neuroscience
2017-11-03 | Journal article
Source: Self-asserted source
Yu SUN

A mental fatigue index based on regression using mulitband EEG features with application in simulated driving.

Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference
2017-07 | Journal article
Contributors: Dimitrakopoulos GN; Kakkos I; Thakor NV; Bezerianos A; Yu Sun
Source: Self-asserted source
Yu SUN via Europe PubMed Central

Measuring vigilance decrement using computer vision assisted eye tracking in dynamic naturalistic environments

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
2017-07 | Conference paper
Source: Self-asserted source
Yu SUN
grade
Preferred source (of 10)‎
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Peer review (5 reviews for 4 publications/grants)

Review activity for Advanced science. (1)
Review activity for Brain topography. (1)
Review activity for Communications biology. (1)
Review activity for Journal of neuroscience methods. (2)