2000 · Psychophysiology
Removing electroencephalographic artifacts by blind source separation
3,233 citationsRead
About
Works on EEG and brain-computer interfaces, neural dynamics and brain function, and blind source separation techniques within neuroscience and neural engineering. Also involved in gaze tracking and assistive technology research. Affiliated with the Swartz Center for Computational Neuroscience at UC San Diego.
Most cited
487 papers in total1998 · Human Brain Mapping
Analysis of fMRI data by blind separation into independent spatial components
1,931 citationsRead
1995
Independent Component Analysis of Electroencephalographic Data
1,925 citations
2002 · Science
Dynamic Brain Sources of Visual Evoked Responses
1,676 citationsRead
2000 · Clinical Neurophysiology
Removal of eye activity artifacts from visual event-related potentials in normal and clinical subjects
1,378 citationsRead
1997 · Proceedings of the National Academy of Sciences
Blind separation of auditory event-related brain responses into independent components
1,229 citationsRead
Newest first
487 papers in total2025
- A memristor-based adaptive neuromorphic decoder for brain–computer interfacesNature Electronics · 94 citations
- Exploiting the Intrinsic Neighborhood Semantic Structure for Domain Adaptation in EEG-Based Emotion RecognitionIEEE Transactions on Affective Computing · 24 citations
2024
- Integrating Large Language Model, EEG, and Eye-Tracking for Word-Level Neural State Classification in Reading ComprehensionIEEE Transactions on Neural Systems and Rehabilitation Engineering · 38 citations
- A user-friendly visual brain-computer interface based on high-frequency steady-state visual evoked fields recorded by OPM-MEGJournal of Neural Engineering · 20 citations
2023
- Diversity and Suitability of the State-of-the-Art Wearable and Wireless EEG Systems ReviewIEEE Journal of Biomedical and Health Informatics · 107 citations
- Cross-dataset transfer learning for motor imagery signal classification via multi-task learning and pre-trainingJournal of Neural Engineering · 56 citations
- A high-speed hybrid brain-computer interface with more than 200 targetsJournal of Neural Engineering · 45 citations
- EEG-Based Brain–Computer Interfaces are Vulnerable to Backdoor AttacksIEEE Transactions on Neural Systems and Rehabilitation Engineering · 30 citations
- Enhanced electroencephalography effective connectivity in frontal low‐gamma band correlates of emotional regulation after mindfulness trainingJournal of Neuroscience Research · 24 citations
- A multimodal approach to estimating vigilance in SSVEP-based BCIExpert Systems with Applications · 21 citations
- Driving Fatigue Effects on Cross-Frequency Phase Synchrony Embedding in Multilayer Brain NetworkIEEE Transactions on Instrumentation and Measurement · 21 citations
2022
- IC-U-Net: A U-Net-based Denoising Autoencoder Using Mixtures of Independent Components for Automatic EEG Artifact RemovalNeuroImage · 85 citations
- Data Augmentation of SSVEPs Using Source Aliasing Matrix Estimation for Brain–Computer InterfacesIEEE Transactions on Biomedical Engineering · 53 citations
- Stimulus-Stimulus Transfer Based on Time-Frequency-Joint Representation in SSVEP-Based BCIsIEEE Transactions on Biomedical Engineering · 39 citations
- Development of an Adaptive Artifact Subspace Reconstruction Based on Hebbian/Anti-Hebbian Learning Networks for Enhancing BCI PerformanceIEEE Transactions on Neural Networks and Learning Systems · 31 citations
- Unsupervised learning of brain state dynamics during emotion imagination using high-density EEGNeuroImage · 28 citations
2021
- Learning Common Time-Frequency-Spatial Patterns for Motor Imagery ClassificationIEEE Transactions on Neural Systems and Rehabilitation Engineering · 137 citations
- Review of brain encoding and decoding mechanisms for EEG-based brain–computer interfaceCognitive Neurodynamics · 104 citations
- Current Challenges for the Practical Application of Electroencephalography-Based Brain–Computer InterfacesEngineering · 95 citations
- Resting-State EEG Signal for Major Depressive Disorder Detection: A Systematic Validation on a Large and Diverse DatasetBiosensors · 95 citations
- Transferring Subject-Specific Knowledge Across Stimulus Frequencies in SSVEP-Based BCIsIEEE Transactions on Automation Science and Engineering · 62 citations
- EEG-Based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and Their ApplicationsIEEE Transactions on Computational Biology and Bioinformatics · 51 citations
- Classification of Left-Versus Right-Hand Motor Imagery in Stroke Patients Using Supplementary Data Generated by CycleGANIEEE Transactions on Neural Systems and Rehabilitation Engineering · 34 citations
- Enhancement for P300-speller classification using multi-window discriminative canonical pattern matchingJournal of Neural Engineering · 33 citations
- Enhancing transfer performance across datasets for brain-computer interfaces using a combination of alignment strategies and adaptive batch normalizationJournal of Neural Engineering · 30 citations
- Mindfulness Training Associated With Resting-State Electroencephalograms Dynamics in Novice Practitioners via Mindful Breathing and Body-ScanFrontiers in Psychology · 25 citations
2020
- Implementing Over 100 Command Codes for a High-Speed Hybrid Brain-Computer Interface Using Concurrent P300 and SSVEP FeaturesIEEE Transactions on Biomedical Engineering · 171 citations
- BCI-Based Rehabilitation on the Stroke in Sequela StageNeural Plasticity · 124 citations
- Developing a Novel Tactile P300 Brain-Computer Interface With a Cheeks-Stim ParadigmIEEE Transactions on Biomedical Engineering · 116 citations
- Inter- and Intra-Subject Transfer Reduces Calibration Effort for High-Speed SSVEP-Based BCIsIEEE Transactions on Neural Systems and Rehabilitation Engineering · 84 citations
Research in numbers
From OpenAlex- article158
- conference paper38
- book chapter2
- report1
- review1
- IEEE Transactions on Neural Systems and Rehabilitation Engineering17
- IEEE Transactions on Biomedical Engineering16
- Journal of Neural Engineering14
- NeuroImage13
- Lecture notes in computer science8
- Scott Makeig57
- Chin‐Teng Lin40
- Yijun Wang33
- Terrence J. Sejnowski32
- Li‐Wei Ko26
Experience and education
Universities
2006 to 2026National Yang Ming Chiao Tung University
2014 to 2026University of San Diego
2018 to 2025Tianjin University
2018Korea Advanced Institute of Science and Technology
2014Berkeley College
2012University of Electro-Communications
Industry and labs
1995 to 2010Salk Institute for Biological Studies
1997 to 2006Howard Hughes Medical Institute
1998FZI Research Center for Information Technology
1997National Academy of Sciences