Neuronaldynamics Exercises
0.0.5.dev61+gfd12cb6.d20200212
  • Introduction
  • Exercises
    • 1. Setting up Python and Brian
    • 2. Leaky-integrate-and-fire model
    • 3. The Exponential Integrate-and-Fire model
    • 4. AdEx: the Adaptive Exponential Integrate-and-Fire model
    • 5. Dendrites and the (passive) cable equation
    • 6. Numerical integration of the HH model of the squid axon
    • 7. FitzHugh-Nagumo: Phase plane and bifurcation analysis
    • 8. Hopfield Network model of associative memory
    • 9. Type I and type II neuron models
    • 10. Oja’s hebbian learning rule
    • 11. Network of LIF neurons (Brunel)
    • 12. Spatial Working Memory (Compte et. al.)
    • 13. Perceptual Decision Making (Wong & Wang)
  • Python exercise modules
  • License
Neuronaldynamics Exercises
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Exercises¶

  • 1. Setting up Python and Brian
  • 2. Leaky-integrate-and-fire model
  • 3. The Exponential Integrate-and-Fire model
  • 4. AdEx: the Adaptive Exponential Integrate-and-Fire model
  • 5. Dendrites and the (passive) cable equation
  • 6. Numerical integration of the HH model of the squid axon
  • 7. FitzHugh-Nagumo: Phase plane and bifurcation analysis
  • 8. Hopfield Network model of associative memory
  • 9. Type I and type II neuron models
  • 10. Oja’s hebbian learning rule
  • 11. Network of LIF neurons (Brunel)
  • 12. Spatial Working Memory (Compte et. al.)
  • 13. Perceptual Decision Making (Wong & Wang)
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