Fundamentals of Computational Neuroscience (1st Edition)

Fundamentals of Computational Neuroscience (1st Edition) by Dr. Thommas P. Trappenberg can be purchased from Oxford University Press or Amazon.co.uk. (If you are looking for resources for the second edition, you can find them here).

Programs

A [Windows only] demonstration of an autoassociator can be downloaded here.
The MATLAB programs are organized in folders as mentioned in the book. You can download the zipfile which contains all the programs or download programs by topic below:

zipfile	included files	zipfile	included files
ann.zip	ann_chaos.m ann.m lorenz_attr.m lorenze_odefile.m rnn_short.m	associator.zip	hepp_dis_exin.m hepp_dis.m normal.m oja.m
others.zip	mlp.m
cann.zip	cann.m cann_pathinte.m hebb.m hebb_trace.m in_signal_pbc.m rnn_ode.m	spikes.zip	anninos.m hh.m if_sim.m poisson_spiketrain.m wilson.m wilson_euler.m wilson_odefile.m

Figures

Figures from the book are available in zipfiles, by chapter.
Chapter 1
Chapter 2
Chapter 3
Chapter 4
Chapter 5
Chapter 6
Chapter 7
Chapter 8
Chapter 9
Chapter 10
Chapter 11
Chapter 12
Appendices