Deterministic Theories and Stochastic Phenomena in Neurobiology Synaptic Transmission Early Stochastic Models for Neuronal Activity including Poisson Processes and Random Walks Discontinuous Markov Processes with Exponential Decay One dimensional Diffusion Processes Stochastic PDEs Statistical Analysis of Stochastic Neural Activity Channel Noise Wiener Kernel Expansions Stochastic Activity of Neuronal Populations.
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' ... an excellent (and as far as I know unique) exposition of the mathematical modelling of neural stochastic processes...Tuckwell is fully conversant with the basic neurobiological underpinnings and does an excellent job of presenting in a short treatment those fundamental motivations.' Karl Gustafson, SIAM Review