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Hodgkin-Huxley模型×BCI运动想象×
领域生物力学生物力学
方法族Process / pipelineProcess / pipeline
起源年份19521999
提出者Alan HodgkinGert Pfurtscheller
类型Differential equation model of neuronal dynamicsNeural signal processing and decoding pipeline
开创性文献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. DOI ↗Pfurtscheller, G., & Neuper, C. (1999). Motor imagery and direct brain-computer communication. Proceedings of the IEEE, 89(7), 1123-1134. link ↗
别名Hodgkin-Huxley equations, Action potential model, Ionic channel dynamicsMotor imagery BCI, MI-BCI, EEG motor decoding
相关33
摘要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.
ScholarGate数据集
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  2. 2 来源
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  3. PUBLISHED

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ScholarGate方法对比: Hodgkin-Huxley Model · BCI Motor Imagery. 于 2026-06-20 检索自 https://scholargate.app/zh/compare