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Stochastic Processes in the Neurosciences

AvHenry C. Tuckwell

Häftad, Engelska, 1989

Del i serien CBMS-NSF Regional Conference Series in Applied Mathematics

899 kr

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Beskrivning

This monograph is centred on quantitative analysis of nerve cell behavior. The work is foundational, with many higher order problems still remaining, especially in connection with neural networks. Thoroughly addressed topics include stochastic problems in neurobiology, and the treatment of the theory of related Markov processes.

Produktinformation

Utgivningsdatum:1989-09-30
Mått:152 x 229 x 9 mm
Vikt:242 g
Format:Häftad
Språk:Engelska
Serie:CBMS-NSF Regional Conference Series in Applied Mathematics
Antal sidor:134
Förlag:Society for Industrial & Applied Mathematics,U.S.
ISBN:9780898712322

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Recensioner i media

' ... 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

Innehållsförteckning

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.

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