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An Introduction to the Mathematics of Neurons: Modeling in the Frequency Domain (Cambridge Studies in Mathematical Biology, Series Number 6) - Softcover
Synopsis
This book describes signal processing aspects of neural networks, how we receive and assess information. Beginning with a presentation of the necessary background material in electronic circuits, mathematical modeling and analysis, signal processing, and neurosciences, it 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, Hoppensteadt develops a theory of mnemonic surfaces and presents material on pattern formation and cellular automata. Finally, the text addresses the large networks, such as the thalamus-reticular complex circuit, that may be involved in focusing attention, and the development of connections in the visual cortex. This book will serve as an excellent text for advanced undergraduates and graduates in the physical sciences, mathematics, engineering, medicine and life sciences.
"synopsis" may belong to another edition of this title.
Book Description
This book describes 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 moves on to applications. These applications include small networks of neurons, a theory of mnemonic surfaces, pattern formation and cellular automata, and large networks, such as the complex circuit believed to be involved in focusing attention. This is an excellent text for advanced undergraduates and graduates in the physical sciences, mathematics, engineering, medicine and life sciences.
Review
"The author undoubtedly has a strong and thorough knowledge of both mathematics and neurosciences which allows him to put the reader on what he calls 'the launching point'...an excellent door that opens the researcher to further exploration of the mysteries of the brain. I conclude this review by repeating what is at the end of this very well written book: 'Mathematics is needed to understand how the brain works.'" Catherine Garcia-Reimbert
"...a brief and nice introduction to the mathematical methods and models used in the theory of neural networks and their applications." Monatshefte fur Mathematik
"About this title" may belong to another edition of this title.
- PublisherCambridge University Press
- Publication date1997
- ISBN 10 0521599296
- ISBN 13 9780521599290
- BindingPaperback
- LanguageEnglish
- Edition number2
- Number of pages232
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An Introduction to the Mathematics of Neurons: Modeling in the Frequency Domain. Second edition (Cambridge Studies in Mathematical Biology, Series Number 6)
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Cambridge University Press, 1997
ISBN 10: 0521599296
ISBN 13: 9780521599290
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An Introduction to the Mathematics of Neurons: Modeling in the Frequency Domain (Cambridge Studies in Mathematical Biology, Series Number 6)
Published by
Cambridge University Press, 1997
ISBN 10: 0521599296
ISBN 13: 9780521599290
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Intro to Mathematics of Neurons 2ed: Modeling in the Frequency Domain: 6 (Cambridge Studies in Mathematical Biology, Series Number 6)
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ISBN 10: 0521599296
ISBN 13: 9780521599290
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An Introduction to the Mathematics of Neurons, Modeling in the Frequency Domain: Second Edition (Cambridge Studies in Mathematical Biology)
Published by
Cambridge University Press, 1997
ISBN 10: 0521599296
ISBN 13: 9780521599290
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An Introduction to the Mathematics of Neurons: Modeling in the Frequency Domain (Second Edition, Cambridge Studies in Mathematical Biology)
Published by
Cambridge University Press, 1997
ISBN 10: 0521599296
ISBN 13: 9780521599290
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An Introduction to the Mathematics of Neurons: Modeling in the Frequency Domain (Cambridge Studies in Mathematical Biology, Series Number 6)
Published by
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ISBN 10: 0521599296
ISBN 13: 9780521599290
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An Introduction to the Mathematics of Neurons: Modeling in the Frequency Domain (Cambridge Studies in Mathematical Biology, Series Number 6)
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ISBN 10: 0521599296
ISBN 13: 9780521599290
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Intro to Mathematics of Neurons 2ed: Modeling in the Frequency Domain (Cambridge Studies in Mathematical Biology)
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An Introduction to the Mathematics of Neurons : Modeling in the Frequency Domain
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ISBN 10: 0521599296
ISBN 13: 9780521599290
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An Introduction to the Mathematics of Neurons: Modeling in the Frequency Domain
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