An Introduction to the Mathematics of Neurons
Modeling in the Frequency Domain 2nd Revised edition
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Introduction to the Mathematics of Neurons by Frank C. Hoppensteadt
Book DescriptionThis book describes the signal processing aspects of neural networks. It begins with a presentation of the necessary background material in electronic circuits, mathematical modeling and analysis, signal processing, and neurosciences, and then proceeds to applications. These applications include small networks of neurons, such as those used in control of warm-up and flight in moths and control of respiration during exercise in humans. Next, a theory of mnemonic surfaces is developed and studied and material on pattern formation and cellular automata is presented. Finally, large networks are studied, such as the thalamus-reticular complex circuit, believed to be involved in focusing attention, and the development of connections in the visual cortex. Additional material is also provided about nonlinear wave propagation in networks. This book will serve as an excellent text for advanced undergraduates and graduates in the physical sciences, mathematics, engineering, medicine and life sciences.
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Book DetailsISBN: 9780521599290
(228mm x 152mm x 13mm)
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 28-Jun-1997
Country of Publication: United Kingdom
Books By Author Frank C. Hoppensteadt
Biological Delay Systems, Paperback (January 2008)
This book deals with a fundamental question in the analysis of the effects of delays, namely whether they affect the stability of steady states.
Introduction to the Mathematics of Neurons, Hardback (June 1997)
Describes signal processing aspects of neural networks and their applications. This is an excellent text for advanced undergraduates and graduates in the physical sciences, mathematics, engineering, medicine and life sciences.
Evolution in Age-structured Populations, Paperback (June 1994)
Examines theories and methods used to study age-structured populations.
Modelling Biological Populations in Space and Time, Paperback (August 1993)» View all books by Frank C. Hoppensteadt
This volume unifies population studies emphasising the interplay between modelling and experimentation.
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