Linganisha mbinu

	Mifumo ya Hodgkin-Huxley	Muundo wa kuunganisha-na-kurusha (IF)
Nyanja	Biomekanika	Biomekanika
Familia	Process / pipeline	Process / pipeline
Mwaka wa asili	1952	1907
Mwanzilishi	Alan Hodgkin	Louis Lapicque
Aina	Differential equation model of neuronal dynamics	Simplified neuronal spike model
Chanzo asilia	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.
Majina mbadala	Hodgkin-Huxley equations, Action potential model, Ionic channel dynamics	Leaky integrate-and-fire, LIF model, Spike threshold model
Zinazohusiana	3	3
Muhtasari	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.