Stochastic Processes in the Neurosciences

' ... 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

• Deterministic Theories and Stochastic Phenomena in NeurobiologySynaptic TransmissionEarly Stochastic Models for Neuronal Activity including Poisson Processes and Random WalksDiscontinuous Markov Processes with Exponential DecayOne dimensional Diffusion ProcessesStochastic PDEsStatistical Analysis of Stochastic Neural ActivityChannel NoiseWiener Kernel ExpansionsStochastic Activity of Neuronal Populations.