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Introduction to Theoretical Neurobiology

Volume 2. Nonlinear and Stochastic Theories

$68.00 ( ) USD

Part of Cambridge Studies in Mathematical Biology

  • Date Published: March 2011
  • availability: This ISBN is for an eBook version which is distributed on our behalf by a third party.
  • format: Adobe eBook Reader
  • isbn: 9780511874086

$ 68.00 USD ( )
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  • 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 nonspaceclamped 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.

    Reviews & endorsements

    "...an up-to-date comprehensive effort that encompasses the major analytical approaches to neuronal modeling at the cellular level." Physics Today

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    Product details

    • Date Published: March 2011
    • format: Adobe eBook Reader
    • isbn: 9780511874086
    • contains: 81 b/w illus. 1 table
    • availability: This ISBN is for an eBook version which is distributed on our behalf by a third party.
  • Table of Contents

    Preface
    7. Subthreshold response to synaptic input
    8. Theory of the action potential
    9. The stochastic activity of neurons
    10. The analysis of stochastic neuronal activity
    References
    Index.

  • Author

    Henry C. Tuckwell, Monash University, Victoria

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