Theoretical Mechanics of Biological Neural Networks
- 1st Edition - May 21, 1993
- Latest edition
- Author: Ronald J. MacGregor
- Language: English
Theoretical Mechanics of Biological Neural Networks presents an extensive and coherent discusson and formulation of the generation and integration of neuroelectric signals in sin… Read more
Description
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
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
Readership
Readership
Researchers in neural networks/computational neuroscience, bioengineering, artificial intelligence, computer science, and cognitive science.
Table of contents
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
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
Product details
Product details
- Edition: 1
- Latest edition
- Published: December 2, 2012
- Language: English
About the author
About the author
RM
Ronald J. MacGregor
Affiliations and expertise
University of ColoradoView book on ScienceDirect
View book on ScienceDirect
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