Theoretical Neuroscience Lecture Notes - Peter Latham


Handwritten notes:
passive neurons and hodgkin huxley
simplified model, suitable for nullcline analysis
a little philosophy, and nullcline construction
passive dendrites and axons
synapses
also synapses, but an older set of notes
philosophy + phase plane analysis; not used
grand summary of biophysics
Wilson-Cowan equations
computing with population codes
Hopfield networks, part 1
Hopfield networks, part 2
bump attractos
Fisher Information

Typed notes:
linear analysis
math -- mainly linear algebra
network dynamics
dynamic mean field, based on this paper
Hopfield networks
line attractor networks
networks with time-varying dynamics