Stochastic Processes in the Neurosciences
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Stochastic Processes in the Neurosciences: (56 CBMS-NSF Regional Conference Series in Applied Mathematics)

Stochastic Processes in the Neurosciences: (56 CBMS-NSF Regional Conference Series in Applied Mathematics)


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About the Book

This monograph is centered 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.

Table of Contents:
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.

Review :
' ... 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


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Product Details
  • ISBN-13: 9780898712322
  • Publisher: Society for Industrial & Applied Mathematics,U.S.
  • Publisher Imprint: Society for Industrial & Applied Mathematics,U.S.
  • Height: 253 mm
  • No of Pages: 140
  • Series Title: 56 CBMS-NSF Regional Conference Series in Applied Mathematics
  • Weight: 240 gr
  • ISBN-10: 0898712327
  • Publisher Date: 01 Jan 1987
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Spine Width: 9 mm
  • Width: 172 mm


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Stochastic Processes in the Neurosciences: (56 CBMS-NSF Regional Conference Series in Applied Mathematics)
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Stochastic Processes in the Neurosciences: (56 CBMS-NSF Regional Conference Series in Applied Mathematics)
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