Projects per year
Personal profile
Research Interests
Neural Engineering, Brain Computer Interface, Computational Neuroscience, Neural Rehabilitation, Machine Learning and Artifical Intelligence, Computational Neuroscience, Neural Networks and Neuro-fuzzy System, Intelligent Healthcare Systems
Experience
2009/2~2012/1 Assistant Researcher, Biomedical and Biological Engineering Research Center, National Chiao Tung University
2012/2~2014/7 Assistant Professor, Department of Biological Science and Technology, National Chiao Tung University
2014/8~ present, Associate Professor, Institute of Bioinformatics and Systems Biology, National Chiao Tung University
Education/Academic qualification
PhD, Electrical and Control Engineering, National Yang Ming Chiao Tung University
External positions
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Collaborations and top research areas from the last five years
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Projects
- 19 Finished
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產學合作計畫-建置AIoT居家舒眠系統於自動化生物節律調控
Ko, L.-W. (PI)
1/11/22 → 31/10/23
Project: Government Ministry › Other Government Ministry Institute
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行動式腦控雙腳外骨骼機器人開發以增進中風復健成效
Ko, L.-W. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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教育部補助大專校院STEM領域及女性研發人才培育計畫-智慧醫療數位系統發展中心
Ko, L.-W. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Ministry of Education(Include School)
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科研創業計畫：中風復健精準評估腦機系統
Ko, L.-W. (PI)
1/07/22 → 30/06/23
Project: Government Ministry › Other Government Ministry Institute
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開發耳內式腦波感測與迷走神經刺激裝置於偏頭痛預測與治療
Ko, L.-W. (PI)
1/08/21 → 31/10/22
Project: Government Ministry › Other Government Ministry Institute
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Development of a Clinically Applicable Deep Learning System Based on Sparse Training Data to Accurately Detect Acute Intracranial Hemorrhage from Non-enhanced Head Computed Tomography
Wang, H. C., Wang, S. C., Xiao, F., Ho, U. C., Lee, C. H., Yan, J. L., Chen, Y. F. & Ko, L. W., 2025, In: Neurologia Medico-Chirurgica. 65, 3, p. 103-112 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
The Utility of a Novel Neuropsychological Measurement to Analyze Event-Related Attentional Behaviors among Young Children with Attention Deficit Hyperactivity Disorder—a Pilot Study
Chen, I. C., Zheng, Y. Q., Zhao, H. X., Lin, L. C., Chen, Y. J., Chang, M. H. & Ko, L. W., 1 Feb 2025, In: Archives of Clinical Neuropsychology. 40, 1, p. 33-41 9 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
A Brain-Computer Interface Drone Control System Based on Human Cognitive Assessment
Lu, P. S. & Ko, L. W., 2024, 2024 International Conference on System Science and Engineering, ICSSE 2024. Institute of Electrical and Electronics Engineers Inc., (2024 International Conference on System Science and Engineering, ICSSE 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Accurate Mental Stress Detection Using Sequential Backward Selection and Adaptive Synthetic Methods
Tseng, H. C., Tai, K. Y., Ma, Y. Z., Van, L. D., Ko, L. W. & Jung, T. P., 2024, In: IEEE Transactions on Neural Systems and Rehabilitation Engineering. 32, p. 3095-3103 9 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Complexity Analysis based on Parietal Fuzzy Entropy to Facilitate ADHD Diagnosis in Young Children
Huang, I. W., Jheng, Y. C., Chen, I. C. & Ko, L. W., 2024, 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Prizes
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13th Macronix Golden Silicon Awards Semiconductor Design and Application Competition, Second Runner-up in Application Category
Ko, L.-W. (Recipient), 2013
Prize: Honorary award
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15th Macronix Golden Silicon Awards Semiconductor Design and Application Competition, Third Runner-up in Application Category
Ko, L.-W. (Recipient), 2015
Prize: Honorary award
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ACM CHI 2014 Best Paper Honorable Mention Award
Lin, W.-C. (Recipient), Lee, Y. C. (Recipient), King, J. T. (Recipient), Ko, L.-W. (Recipient), Huang, Y. T. (Recipient) & Cherng, F. Y. (Recipient), 2014
Prize: Honorary award
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Future Tech by MOST. Futuristic Breakthrough Technology Award, Ministry of Science and Technology
Ko, L.-W. (Recipient), 2017
Prize: Honorary award
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IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING (Event)
Ko, L.-W. (Member of editorial board)
1 Jan 2018 → 31 Dec 2018Activity: Publication peer-review and editorial work › Editorial work
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Workshop: Understanding State Change and Its Impact on BCI Performance, Six Internatinal Brain-Computer Interface Meeting
Ko, L.-W. (Speaker)
2 Jun 2016Activity: Talk or presentation › Invited talk