Mathematics For Neuroscientists, Gabbiani and Cox, 2nd Edition,
Python Code for Chapter Figures and Exercises

Chap. 7, Fourier Series and Transforms
Chap. 11, Reduced Single Neuron Models
Chap. 13, Synaptic Transmission and Quantal Release
Chap. 17, Quantification of Spike Train Variability
Chap. 18, Stochastic Processes
Chap. 19, Membrane Noise
Chap. 20, Power and Cross-Spectra
Chap. 21, Natural Light Signals and Phototransduction
Chap. 23, Models of Simple and Complex Cells
Chap. 25, Stochastic Estimation Theory
Chap. 26, Reverse-Correlation and Spike Train Decoding
Chap. 27, Signal Detection Theory
Chap. 28, Relating Neuronal Responses and Psychophysics
Chap. 29, Population Codes