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Hodgkin-Huxley Model×BCI Motor Imagery×
VakgebiedBiomechanicaBiomechanica
FamilieProcess / pipelineProcess / pipeline
Jaar van ontstaan19521999
GrondleggerAlan HodgkinGert Pfurtscheller
TypeDifferential equation model of neuronal dynamicsNeural signal processing and decoding pipeline
Oorspronkelijke bronHodgkin, 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. DOI ↗Pfurtscheller, G., & Neuper, C. (1999). Motor imagery and direct brain-computer communication. Proceedings of the IEEE, 89(7), 1123-1134. link ↗
AliassenHodgkin-Huxley equations, Action potential model, Ionic channel dynamicsMotor imagery BCI, MI-BCI, EEG motor decoding
Verwant33
SamenvattingThe 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.
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ScholarGateMethoden vergelijken: Hodgkin-Huxley Model · BCI Motor Imagery. Geraadpleegd op 2026-06-20 via https://scholargate.app/nl/compare