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Lecture
Are you an EPFL student looking for a semester project?
Work with us on data science and visualisation projects, and deploy your project as an app on top of Graph Search.
This lecture covers the reduction of a two-dimensional neuron model to one dimension, focusing on the Nonlinear Integrate-and-Fire Model. It discusses the separation of time scales, the stimulus impact, and the stability of fixed points. The Exponential Integrate-and-Fire Model is also presented, derived from Hodgkin-Huxley equations. The lecture explores the sparse activity in vivo, the prediction of spike initiation times, and subthreshold voltage in neuronal modeling.