So sánh phương pháp

	Mô hình Hodgkin-Huxley	Mô hình Tích hợp và Phát (Integrate-and-Fire)
Lĩnh vực	Cơ sinh học	Cơ sinh học
Họ	Process / pipeline	Process / pipeline
Năm ra đời	1952	1907
Người khởi xướng	Alan Hodgkin	Louis Lapicque
Loại	Differential equation model of neuronal dynamics	Simplified neuronal spike model
Công trình gốc	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.	Lapicque, L. (1907). Recherches quantitatives sur l'excitation electrique des nerfs traitee comme une polarisation. Journal de Physiologie et de Pathologie Générale, 9, 620-635.
Tên gọi khác	Hodgkin-Huxley equations, Action potential model, Ionic channel dynamics	Leaky integrate-and-fire, LIF model, Spike threshold model
Liên quan	3	3
Tóm tắt	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.	The integrate-and-fire (IF) model is a simplified neuronal model that captures spike generation by integrating synaptic inputs until membrane potential reaches a threshold, at which point a spike is emitted. First proposed by Louis Lapicque in 1907 and refined with leak (leaky integrate-and-fire, LIF), it remains a standard tool for modeling neural populations and network dynamics due to its computational efficiency.