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Introduction to theoretical neurobiology: volume 2, nonlinear and stochastic theories

By: Material type: TextTextPublication details: Cambridge Cambridge University Press 1988Description: xi, 265p. pbkISBN:
  • 9780521352178
Subject(s): DDC classification:
  • 559.0188  TUC
Summary: The second part of this two-volume set contains advanced aspects of the quantitative theory of the dynamics of neurons. It begins with an introduction to the effects of reversal potentials on response to synaptic input. It then develops the theory of action potential generation based on the seminal Hodgkin-Huxley equations and gives methods for their solution in the space-clamped and non-space-clamped cases. The remainder of the book discusses stochastic models of neural activity and ends with a statistical analysis of neuronal data with emphasis on spike trains. The mathematics is more complex in this volume than in the first volume and involves numerical methods of solution of partial differential equations and the statistical analysis of point processes.
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Book Book Plaksha University Library Biology 559.0188 TUC (Browse shelf(Opens below)) Available 005162

https://www.cambridge.org/in/universitypress/subjects/mathematics/mathematical-biology/introduction-theoretical-neurobiology-volume-2?format=HB&isbn=9780521352178

The second part of this two-volume set contains advanced aspects of the quantitative theory of the dynamics of neurons. It begins with an introduction to the effects of reversal potentials on response to synaptic input. It then develops the theory of action potential generation based on the seminal Hodgkin-Huxley equations and gives methods for their solution in the space-clamped and non-space-clamped cases. The remainder of the book discusses stochastic models of neural activity and ends with a statistical analysis of neuronal data with emphasis on spike trains. The mathematics is more complex in this volume than in the first volume and involves numerical methods of solution of partial differential equations and the statistical analysis of point processes.

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