肌電訊號原理與應用
Principles and Application of Electromyographic Signals
| 節 | 週二 |
|---|---|
5 13:20–14:10 | 肌電訊號原理與應用 YB419（陽明） 3 節連堂 |
6 14:20–15:10 | |
7 15:30–16:20 |
* 根據陽明交大上課時間表所列
This course is composed of three sections. First, students will first review basic neurophysiology in the neuromuscular system. Second, students will learn surface EMG signal origin, and principles of recording and analysis, plus two hands-on courses for practice. Third, students will learn basics and application of intramuscular EMG, including recording and analysis, plus two hands-on courses for practice. There will be two literature review and discussion courses for classical and recently published articles in the field. Students will review and present literatures related to their research interests. COURSE OBJECTIVES 1. The students will understand the neurophysiological principles of EMG and related terminology. 2. The students will gain hands-on experience with recording and analysis techniques 3. The student will be able to interpret the EMG data and conduct scientific presentation of the results
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無備註
Mixture of lectures and laboratory (use EMG system to collect data and perform signal analysis)
30% midterm, 40% final, 30% class presentation & discussion participation
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| 週次 | 主題 |
|---|---|
| 第 1 週 | Course Introduction 2025-02-18(二) 時數：[2025-02-18]周立偉(3.00) |
| 第 2 週 | Basic Neurophysiology & neuromuscular control 2025-02-25(二) 時數：[2025-02-25]周立偉(3.00) |
| 第 3 週 | Surface EMG lecture 1 - signal acquisition, processing and analysis 2025-03-04(二) 時數：[2025-03-04]周立偉(3.00) |
| 第 4 週 | Surface EMG hands-on course 1 - EMG recording 2025-03-11(二) 時數：[2025-03-11]周立偉(3.00) |
| 第 5 週 | Surface EMG hands-on course 2 - EMG signal process and analysis 2025-03-18(二) 時數：[2025-03-18]周立偉(3.00) |
| 第 6 週 | Literature review and discussion – EMG and muscle force 2025-03-25(二) 時數：[2025-03-25]周立偉(3.00) |
| 第 7 週 | Literature review and discussion – EMG power spectrum and muscle fatigue 2025-04-01(二) 時數：[2025-04-01]周立偉(3.00) |
| 第 8 週 | Midterm report 2025-04-08(二) 時數：[2025-04-08]周立偉(3.00) |
| 第 9 週 | Intramuscular EMG - signal origin and acquisition 2025-04-15(二) 時數：[2025-04-15]周立偉(3.00) |
| 第 10 週 | Intramuscular EMG hands-on course 1 - Single motor unit recording 2025-04-22(二) 時數：[2025-04-22]周立偉(3.00) |
| 第 11 週 | Intramuscular EMG hands-on course 2 - EMG signal process and analysis using Spike 2 2025-04-29(二) 時數：[2025-04-29]周立偉(3.00) |
| 第 12 週 | Student presentation 2025-05-06(二) 時數：[2025-05-06]周立偉(3.00) |
| 第 13 週 | Student presentation 2025-05-13(二) 時數：[2025-05-13]周立偉(3.00) |
| 第 14 週 | Student presentation 2025-05-20(二) 時數：[2025-05-20]周立偉(3.00) |
| 第 15 週 | Student presentation 2025-05-27(二) 時數：[2025-05-27]周立偉(3.00) |
| 第 16 週 | Final report 2025-06-03(二) 時數：[2025-06-03]周立偉(3.00) |
Books 1. D.A. Winter. Biomechanics and Motor Control of Human Movement John Wiley & Sons New York 1990 ISBN 0-683-00357-7 2. D.A: Winter The Biomechanics and Motor Control of Human Gait: Normal, Elderly and Pathological Waterloo Biomechanics 1991 ISBN 0-88898-105-8 3. J.R.Cram; G. Kasman Introduction to Surface Electromyography Aspen 1998 ISBN 0-8342-0751-6 Journal articles Campanini, Isabella, Catherine Disselhorst-Klug, William Z. Rymer, and Roberto Merletti. 2020. “Surface EMG in Clinical Assessment and Neurorehabilitation: Barriers Limiting Its Use.” Frontiers in Neurology 11:934. doi: 10.3389/fneur.2020.00934. Cifrek, Mario, Vladimir Medved, Stanko Tonković, and Sasa Ostojić. 2009. “Surface EMG Based Muscle Fatigue Evaluation in Biomechanics.” Clinical Biomechanics (Bristol, Avon) 24(4):327–40. doi: 10.1016/j.clinbiomech.2009.01.010. Dai, Chenyun, Yang Zheng, and Xiaogang Hu. 2018. “Estimation of Muscle Force Based on Neural Drive in a Hemispheric Stroke Survivor.” Frontiers in Neurology 9:187. doi: 10.3389/fneur.2018.00187. Disselhorst-Klug, Catherine, Thomas Schmitz-Rode, and Günter Rau. 2009. “Surface Electromyography and Muscle Force: Limits in SEMG-Force Relationship and New Approaches for Applications.” Clinical Biomechanics (Bristol, Avon) 24(3):225–35. doi: 10.1016/j.clinbiomech.2008.08.003. Sarker, Pramiti, and Gary A. Mirka. 2020. “The Effects of Repetitive Bouts of a Fatiguing Exertion (with Breaks) on the Slope of EMG Measures of Localized Muscle Fatigue.” Journal of Electromyography and Kinesiology: Official Journal of the International Society of Electrophysiological Kinesiology 51:102382. doi: 10.1016/j.jelekin.2019.102382. Staudenmann, Didier, Karin Roeleveld, Dick F. Stegeman, and Jaap H. van Dieën. 2010. “Methodological Aspects of SEMG Recordings for Force Estimation--a Tutorial and Review.” Journal of Electromyography and Kinesiology: Official Journal of the International Society of Electrophysiological Kinesiology 20(3):375–87. doi: 10.1016/j.jelekin.2009.08.005.
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