Stochastic Processes in the Neurosciences
Will be published approx. on 30. September 1989
Book
Paperback/Softback
134 pages
978-0-89871-232-2 (ISBN)
Description
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.
Reviews / Votes
' ... 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 ReviewMore details
Series
Language
English
Place of publication
New York
United States
Target group
College/higher education
Professional and scholarly
Product notice
Paperback (trade)
Unsewn / adhesive bound
Dimensions
Height: 228 mm
Width: 152 mm
Thickness: 9 mm
Weight
240 gr
ISBN-13
978-0-89871-232-2 (9780898712322)
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Schweitzer Classification
Content
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.
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.