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Integrate-and-Fire Neuron Modeling

Difficulty level
Beginner
Speaker
Type
Duration
48 Slides

This lesson gives 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.

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