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Theoretical Mechanics of Biological Neural Networks
1st Edition
Authors:
Ronald MacGregor
eBook ISBN: 9780080924410
Hardcover ISBN: 9780124642553
Imprint: Academic Press
Published Date: 2nd December 2012
Page Count: 377
Description
Theoretical Mechanics of Biological Neural Networks presents an extensive and coherent discusson and formulation of the generation and integration of neuroelectric signals in single neurons. The approach relates computer simulation programs for neurons of arbitrary complexity to fundamental gating processes of transmembrance ionic fluxes of synapses of excitable membranes. Listings of representative computer programs simulating arbitrary neurons, and local and composite neural networks are included.
Key Features
- Develops a theory of dynamic similarity for characterising the firing rate sensitivites of neurons in terms of their characteristic anatomical and physiological parameters
- Presents the sequential configuration theory - a theoretical presentation of coordinated firing patterns in entire neural population
- Presents the outlines of mechanics for multiple interacting networks in composite systems
Table of Contents
Preface
I. Theoretical Mechanics of Neuroelectric Signalling.
II. Dynamic Similarity Theory of Neuronal Firing.
III. Coordinated Dynamic Firing Patterns in Local Networks.
IV. Theoretical Mechanics of Composite Neural Networks.
Afterward
Appendix
Index
Details
- No. of pages:
- 377
- Language:
- English
- Copyright:
- © Academic Press 1993
- Published:
- 2nd December 2012
- Imprint:
- Academic Press
- eBook ISBN:
- 9780080924410
- Hardcover ISBN:
- 9780124642553
About the Author
Ronald MacGregor
Affiliations and Expertise
University of Colorado
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