Research Activity
Academic Service
Editorial board member
Review Editor, Frontiers in Human Neuroscience (2022.3～)
Guest Editor, Sensors (2020)
Associate Editor, IEEE Access (2019.9 ~ 2023.3)
Guest Associate Editor, Frontiers in Computational Neuroscience (2019)
TPC/PC member
International Symposium on Signal, Image Processing and Pattern Recognition (SIPPR'19), Bangkok, Thailand, December 12-14, 2019.
The 4th International Conference on Biomedical Imaging, Signal Processing (ICBSP‘19), Nagoya, Japan, October 17-19, 2019.
The 8th International Conference on Biomedical Engineering and Biotechnology (ICBEB'19), Seoul, Republic of Korea, October 22-25, 2019.
The 3rd International Conference on Biomedical Imaging, Signal Processing (ICBSP'18), Bari, Italy, October 11-13, 2018.
The 7th International Conference on Biomedical Engineering and Biotechnology (ICBEB'18), Nanjing, China, October 17-20, 2018.
The 2nd International Conference on Biomedical Imaging, Signal Processing (ICBSP'17), New Jersey, USA, October 18-20, 2017.
The 7th International Conference on Affective Computing and Intelligent Interaction (ACII'17), San Antonio, Texas, October 23-26, 2017.
Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS'17), Otsu, Japan, June 27-30, 2017.
The 6th International Conference on Biomedical Engineering and Biotechnology (ICBEB'17), Guangzhou, China, October 17-20, 2017.
The 5th International Conference on Biomedical Engineering and Biotechnology (ICBEB'16), Hangzhou, China, August 1- 4, 2016.
Chairs for international conference
Session organizer and chair: Toward Practical Affective Brain-Computer Interface in Real Life, the 19th International Conference on Human-Computer Interaction (HCII’17), Vancouver, Canada, July 9-14, 2017.
Session organizer and chair: Toward Practical Brain-Computer Interface in Real Life, the 18th International Conference on Human-Computer Interaction (HCII’16), Toronto, Canada, July 17-22, 2016.
Session chair: Principal Component and Independent Component Analysis, the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'13), Osaka, Japan, 2013.
Reviewer
Journals
Elsevier (14)
Brain Research
Biomedical Signal Processing and Control
Computer Methods and Programs in Biomedicine
Computers in Biology and Medicine
Expert Systems With Applications
Innovation and Research in BioMedical Engineering
International Journal of Electronics and Communications
International Journal of Psychophysiology
Journal of Neuroscience Methods
Neural Networks
Neurocomputing
NeuroImage
Neuropsychologia
Neuroscience Letters
Frontiers (3)
Frontiers in Computational Neuroscience
Frontiers in Human Neuroscience
Frontiers in Neuroscience
Hindawi (5)
Advances in Human-Computer Interaction
BioMed Research International
Computational and Mathematical Methods in Medicine
Computational Intelligence and Neuroscience
Journal of Healthcare Engineering
IEEE (25)
IEEE Access
IEEE Computational Intelligence Magazine
IEEE Intelligent Systems
IEEE Internet of Things Journal
IEEE Internet of Things Magazine
IEEE Journal of Biomedical and Health Informatics
IEEE MultiMedia
IEEE Open Journal of Engineering in Medicine and Biology
IEEE Pervasive Computing
IEEE Reviews in Biomedical Engineering
IEEE Sensors Journals
IEEE Signal Processing Letters
IEEE Transactions on Affective Computing
IEEE Transactions on Artificial Intelligence
IEEE Transactions on Biomedical Engineering
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Circuits and Systems II
IEEE Transactions on Cognitive and Developmental Systems
IEEE Transactions on Consumer Electronics
IEEE Transactions on Cybernetics
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Instrumentation and Measurement
IEEE Transactions on Neural Networks and Learning System
IEEE Transactions on Neural Systems & Rehabilitation Engineering
IEEE Transactions on Pattern Analysis and Machine Intelligence
IOP Science (3)
Biomedical Physics & Engineering Express
Journal of Neural Engineering
Physiological Measurement
MDPI (12)
Algorithms
Applied Sciences
Brain Sciences
Computers
Entropy
Information
International Journal of Environmental Research and Public Health
Micromachines
Molecules
Sensors
Sustainability
Technologies
Springer Nature (6)
BioMedical Engineering OnLine
Cognitive Computation
Cognitive Neurodynamics
EURASIP Journal on Audio, Speech, and Music Processing
Medical & Biological Engineering & Computing
Neural Computation and Applications
Others (9)
Bio-Medical Materials and Engineering
Computer Music Journal
Cyber-Physical Systems
Journal of Medical Imaging and Health Informatics
Multisensory Research
Neural Regeneration Research
Perceptual & Motor Skills
PLoS One
SciTechnol
Conference proceeding or abstract
Annual Meeting of the Organization for Human Brain Mapping (OHBM’12 , ’13, ’14, ’15, ‘17, '18, '19, '21)
Global Conference on Biomedical Engineering (GCBME’18)
IEEE Symposium Series on Computational Intelligence (SSCI'20)
International Conference on Biomedical Engineering and Biotechnology (ICBEB’14, ’15, ’16, ‘17, '18, '19)
International Conference on Biomedical Imaging, Signal Processing (ICBSP’18, '19)
International Conference on Entertainment Computing (ICEC’14)
International Conference on Human-Computer Interaction (HCII’15)
International Society for Music Information Retrieval Conference (ISMIR’16, '17, '18, '19, '20, '21, '22, '23)
Joint International Conference on Informatics, Electronics & Vision (ICIEV) & International Conference on Imaging, Vision & Pattern Recognition (IVPR) (’18, ‘19)
Invited talks/lectures
Talks in international conferences
Exploring Emotion-related Spatio-spectral EEG Oscillations in a Longitudinal Music-listening Study, the 11th International Conference on Cognitive Science (ICCS’17), September 1-3, 2017.
Deep Transfer Learning for Cross-Subject and Cross-Experiment Prediction of Image Rapid Serial Visual Presentation Events from EEG Data, HCI International (HCII’17), Vancouver, Canada, July 9-14, 2017.
Exploring Day-to-day Variability in the Relations between Emotion and EEG Signals, HCI International (HCII’15), Los Angeles, CA, USA, August 2-7, 2015.
Exploring Day-to-Day Variability in EEG-based Emotion Classification, IEEE International Conference on System, Man, and Cybernetics (SMC’14), CA, USA, October 5-8, 2014.
A Mobile Brain-computer Interface for Freely Moving Humans, HCI International (HCII‘13), Las Vegas, Nevada, USA, July 21-26, 2013.
A Mobile SSVEP-based Brain-computer Interface for Freely Moving Humans: The Robustness of Canonical Correlation Analysis to Motion Artifacts, the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’13), Osaka, Japan, July 3-7, 2013.
EEG Dynamics during Music Appreciation, the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’09), Minnesota, USA, September 2-6, 2009.
Support Vector Machine for EEG Signal Classification during Listening to Emotional Music, IEEE International Workshop on Multimedia Signal Processing (MMSP’08), Queensland, Australia, October 8-10, 2008.
Multilayer Perceptron for EEG Signal Classification during Listening to Emotional Music, IEEE International Region 10 Conference (TENCON’07), October 30-November 2, 2007.
Skin-based Face Tracking Using Illumination Recognition, IEEE International Region 10 Conference (TENCON’05), Melbourne, Australia, November 21-24, 2005.
Invited talks and lectures
Brain-Computer Interface Technology and Applications, 臺灣認知神經科學學會年會暨學術研討會-腦波工作坊, January 26, 2024.
Opportunities and Challenges in Objective Assessment of Affective and Cognitive States using Non-invasive Electroencephalogram, 中山大學高雄長庚研究交流會議, February 5, 2023.
Brain-Computer Interfaces: Opportunities and Challenges, Data Analysis in Cognitive Neuroscience, 臺灣認知神經科學暑期學校, August 21, 2022.
Brain-Computer Interfaces: Opportunities and Challenges, Department of Management Information System, National Chengchi University, April 1, 2022.
Towards Wearable Brain-Computer Interfaces in Real Life: Opportunities and Challenges, 人工智慧國際大師論壇, 科技部人工智慧生技醫療創新研究中心, February 18, 2021.
Wearable Brain-Computer Interface Technologies: Beyond Medical Applications, Department of Electrical Engineering, National Sun Yat-sen University, December 29, 2020.
Opportunities and Challenges in EEG Research, Applications of Neuroscience in Management Research (V), National Sun Yat-sen University, December 8, 2020.
Towards NeuroErgonomics Applications in Real World, College of Nursing, Kaohsiung Medical University, June 2, 2020.
Wearable Brain-Computer Interfaces: Opportunities and Challenges, Department of Photonics, National Sun Yat-sen University, March 11, 2019.
Toward Affective Brain-Computer Interfaces in Real Life, Department of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, May 16, 2018.
Toward Affective Brain-Computer Interfaces in Real Life, NSYSU-UCSD Bilateral Research Symposium, March 26, 2018.
Machine Learning for Mining EEG Correlates of Brain Functions, Department of Radiology, Kaohsiung Chang Gung Memorial Hospital, Taiwan, January 22, 2018.
Wearable Affective Brain-Computer Interfaces: Opportunities and Challenges, 新興醫療機電技術研討會, National Sun Yat-sen University, Taiwan, December 15, 2017.
Toward a Real-life Affective Brain-Computer Interface: Alleviating Intra- and Inter-Individual Differences in Emotional Responses, Department of Electrical Engineering, National Taiwan University, Taiwan, August 4, 2017.
Alleviating Inter-Day Variability in EEG Signals Associated with Emotional Responses, Taiwan Society of Cognitive Neuroscience, Taiwan, January 21, 2017.
Mining Electroencephalographic Dynamics of Emotional Responses, Institute of Cognitive Neuroscience, National Central University, Taiwan, November 8, 2016.
Milestones and Future Trends in Medical Instrumentation, Department of Electrical Engineering, Fu Jen Catholic University, Taiwan, March, 2016.
Toward Practical Brain-Computer Interfaces in Real-Life, Department of Computer Science and Engineering, National Taiwan Ocean University, Taiwan, October, 2015.
EEG-based Brain-Computer Interfaces and Its Applications, Department of Biomedical Engineering, National Cheng Kung University, Taiwan, September, 2015.
Toward Practical Brain-Computer Interfaces in Real-Life, Department of Electrical Engineering, Fu Jen Catholic University, Taiwan, September, 2015.
Modeling Electroencephalographic Dynamics of Affective Responses in Real Life, Institute of Statistics Science, Academia, Sinica, Taiwan, January, 2015.
Modeling Electroencephalographic Dynamics of Affective Responses in Real Life”, Graduate Institute of Brain and Mind Sciences, National Taiwan University, Taiwan, January, 2015.
EEG-based Emotion Classification in Music Listening, Department of Electrical Engineering, National Taiwan University, Taiwan, November, 2014.
Affective Brain-Computer Interface, Multimedia Processing and Communications Lab, National Taiwan University, Taiwan, November, 2014.