Neuronal Dynamics: Python Exercises

This documentation is automatically generated documentation from the corresponding code repository hosted at Github. The repository contains python exercises accompanying the book Neuronal Dynamics by Wulfram Gerstner, Werner M. Kistler, Richard Naud and Liam Paninski.

Contents

• Introduction
  • Quickstart
  • Brian1
  • Requirements
• Exercises
  • 1. Setting up Python and Brian
  • 2. Leaky-integrate-and-fire model
  • 3. Numerical integration of the HH model of the squid axon
  • 4. Phase plane and bifurcation analysis
  • 5. Type I and type II neuron models
  • 6. Hopfield Network model of associative memory
  • 7. Oja’s hebbian learning rule
• Python exercise modules
  • neurodynex package
• License

Indices and tables

• Index
• Module Index
• Search Page