Introduction to the Mathematics of Neurons by Frank C. Hoppensteadt
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Introduction to the Mathematics of Neurons
By Frank C. Hoppensteadt

An Introduction to the Mathematics of Neurons

Modeling in the Frequency Domain 2nd Revised edition

By (author) See other recent books by Frank C. Hoppensteadt
Series edited by C. Cannings See other recent books by C. Cannings See other recent books by F. C. Hoppensteadt
Format: Hardback

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Introduction to the Mathematics of Neurons by Frank C. Hoppensteadt

Book Description

This 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 Details

ISBN: 9780521590754
ISBN-10: 0521590752
Format: Hardback
(228mm x 152mm x 17mm)
Pages: 232
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 28-Jun-1997
Country of Publication: United Kingdom

Other Editions...


Books By Author Frank C. Hoppensteadt

Biological Delay Systems by 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 by Frank C. Hoppensteadt Introduction to the Mathematics of Neurons, Paperback (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 by Frank C. Hoppensteadt 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 by Frank C. Hoppensteadt Modelling Biological Populations in Space and Time, Paperback (August 1993)

This volume unifies population studies emphasising the interplay between modelling and experimentation.

» View all books by Frank C. Hoppensteadt

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