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Integrate-and-Fire Neuron Modeling

Difficulty level
Beginner
Speaker
Type
Duration
48 Slides

This lesson provides an introduction to simple spiking neuron models.

Topics covered in this lesson
  • Introduction to neuron models.
  • Integrate and fire neuron model.
  • Leaky integrate and fire neuron model.
  • Spike-response neuron model.
  • Adaptive exponential integrate and fire model.
Prerequisites

Some knowledge of basic neuron function, for instance the first few lectures in the Cellular Mechanisms of Brain Function course, will be helpful for understanding.