เปรียบเทียบวิธี

	แบบจำลอง Hodgkin-Huxley	BCI Motor Imagery
สาขาวิชา	ชีวกลศาสตร์	ชีวกลศาสตร์
ตระกูล	Process / pipeline	Process / pipeline
ปีกำเนิด	1952	1999
ผู้ริเริ่ม	Alan Hodgkin	Gert Pfurtscheller
ประเภท	Differential equation model of neuronal dynamics	Neural signal processing and decoding pipeline
แหล่งต้นตำรับ	Hodgkin, A. L., & Huxley, A. F. (1952). A quantitative description of membrane current and its application to conduction and excitation in nerve. The Journal of Physiology, 117(4), 500-544.	Pfurtscheller, G., & Neuper, C. (1999). Motor imagery and direct brain-computer communication. Proceedings of the IEEE, 89(7), 1123-1134.
ชื่อเรียกอื่น	Hodgkin-Huxley equations, Action potential model, Ionic channel dynamics	Motor imagery BCI, MI-BCI, EEG motor decoding
ที่เกี่ยวข้อง	3	3
สรุป	The Hodgkin-Huxley model is a mathematical description of how action potentials in neurons are generated by the flow of sodium and potassium ions across the cell membrane. Developed by Alan Hodgkin and Andrew Huxley in 1952, it is a foundational model in neuroscience and earned them the Nobel Prize, establishing quantitative biophysics as a discipline.	Brain-computer interface (BCI) using motor imagery decodes the intent to move from brain activity (typically EEG) recorded while subjects imagine movement without actual muscle contraction. Pioneered by Gert Pfurtscheller and colleagues, motor imagery BCIs enable communication and control for paralyzed patients and enhance motor learning in rehabilitation.