Yi-Li Tseng (曾乙立)

Education

2007/09 - 2012/02   Ph.D., Institute of Biomedical Engineering, National Taiwan University, Taiwan. 

2006/09 - 2007/08   M.S., Institute of Biomedical Engineering, National Taiwan University, Taiwan.

2002/09 - 2006/06   B.S., Department of Electrical Engineering, National Cheng Kung University, Taiwan.

Work experience

2024/08 -                       Associate professor, Department of Electrical Engineering, National Sun Yat-sen University,  Taiwan.

2021/02 - 2024/07  Assistant professor, Department of Electrical Engineering, National Sun Yat-sen University,  Taiwan.

2020/08 - 2021/02  Associate professor, Department of Electrical Engineering, Fu Jen Catholic University, Taiwan.

2014/02 - 2020/07  Assistant professor, Department of Electrical Engineering, Fu Jen Catholic University, Taiwan.

2012/08- 2014/01   Adjunct Assistant Professor, Department of Electronic Engineering, National Taipei University of Technology, Taiwan.

2012/04- 2014/01   Post-Doctoral Fellow, Institute of Statistical Science, Academia Sinica, Taiwan.

2011/09 - 2012/03   Special Assistant to Chief Technology Officer, Dyaco Inc., Taiwan.

Research Interests

Large-scale brain-network mining

Multimodal physiological-signal integration and assessment for psychiatry and augmented cognition

Artificial intelligence for computer-aided diagnosis and neurofeedback training 

Research Experience

2020  -              Artificial intelligence and machine learning for neurofeedback training of Autism

2015  -              Integration and assessment of EEG, fNIRS, and eye tracking signals for psychiatry

2013  -              Large-scale brain-network mining in psychiatry and cognitive neuroscience 

2012  -              Towards real-life applications and experimental design of EEG and fMRI signals

2011  -  2016   Artificial intelligence for computer-aided diagnosis of ischemic heart disease

2011  -  2012   Analysis of heart rate variability for monitoring the health condition during exercise 

2007  -  2011   Detection of abnormal heart sounds using Hilbert-Huang Transform

2007  -  2011   Implementation of real-time and remote ECG and heart sounds system 

2006  -  2007   Development of neurophysiological recording system

Granted Projects

2024. 8 – 2025. 7 Application of federated transfer learning and neural feedback physiological signals in the development and performance evaluation of cognitive assistance software for individuals with autism (Continued), National Science and Technology Council, Taiwan.

2023. 8 – 2024. 7 Platform for longitudinal cognitive assessment and training of patients with autism spectrum disorder using federated transfer learning of neurophysiological signals, National Science and Technology Council, Taiwan.

2021. 9 – 2023. 7 Development of hyperscanning and neurofeedback game-based interface for assistive cognitive training of group psychotherapy in patients with autism spectrum disorder, National Science and Technology Council, Taiwan.

2018. 8 – 2021. 7 Analysis of neurofeedback signals and implementation of emotion and social evaluating interface for patients with autism spectrum disorder, Ministry of Science and Technology, Taiwan.

2017. 8 – 2018. 7 Analysis of neurofeedback signals and implementation of emotion and social evaluating interface for children with autism spectrum disorder, Ministry of Science and Technology, Taiwan.

2016. 8 – 2017. 7 Anxiety and reduced working memory function: An EEG and NIRS study of brain activities and connectivity (third year), Ministry of Science and Technology, Taiwan

2015. 8 – 2016. 10 Anxiety and reduced working memory function: An EEG and NIRS study of brain activities and connectivity (second year), Ministry of Science and Technology, Taiwan

2014. 8 – 2015. 10 Anxiety and reduced working memory function: An EEG and NIRS study of brain activities and connectivity (first year), Ministry of Science and Technology, Taiwan

2012.8 – 2014. 2 The brain’s process of lexical-syntactic ambiguity in Chinese and English: fMRI and EEG studies, Post-doctoral Fellow research project in Academia Sinica, Taiwan

Visiting Scholar 

1. Institute of Statistical Science, Academia Sinica (2014/02-2016/8)

2. Institute for Neural Computation, University of California San Diego (2014/08, 2015/08)