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9780521115636

The Neuron Book

by
  • ISBN13:

    9780521115636

  • ISBN10:

    0521115639

  • Edition: 1st
  • Format: Paperback
  • Copyright: 2009-07-23
  • Publisher: Cambridge University Press

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Supplemental Materials

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Summary

The authoritative reference on NEURON, the simulation environment for modeling biological neurons and neural networks that enjoys wide use in the experimental and computational neuroscience communities. This book shows how to use NEURON to construct and apply empirically based models. Written primarily for neuroscience investigators, teachers, and students, it assumes no previous knowledge of computer programming or numerical methods. Readers with a background in the physical sciences or mathematics, who have some knowledge about brain cells and circuits and are interested in computational modeling, will also find it helpful. The NEURON Book covers material that ranges from the inner workings of this program, to practical considerations involved in specifying the anatomical and biophysical properties that are to be represented in models. It uses a problem-solving approach, with many working examples that readers can try for themselves.

Table of Contents

Preface
Acknowledgements
A tour of the NEURON simulation environment
The modeling perspective
Expressing conceptual models in mathematical terms
Essentials of numerical methods for neural modeling
Representing neurons with a digital computer
How to build and use models of individual cells
How to control simulations
How to initialize simulations
How to expand NEURON's library of mechanisms
Synaptic transmission and artificial spiking cells
Modeling networks
Hoc, NEURON's interpreter
Object-oriented programming
How to modify NEURON itself
Mathematical analysis of IntFire4
NEURON's built-in editor
References
Epilogue
Index
Table of Contents provided by Publisher. All Rights Reserved.

Supplemental Materials

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