Exercises

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