William W. Lytton: From Computer to Brain

Cover: 9780387955261 | From Computer to Brain | Foundations of Computational Neuroscience

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Sprache: Englisch

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Beschreibung

Biology undergraduates, medical students and life-science graduate students often have limited mathematical skills. Similarly, physics, math and engineering students have little patience for the detailed facts that make up much of biological knowledge. Teaching computational neuroscience as an integrated discipline requires that both groups be brought forward onto common ground. This book does this by making ancillary material available in an appendix and providing basic explanations without becoming bogged down in unnecessary details. The book will be suitable for undergraduates and beginning graduate students taking a computational neuroscience course and also to anyone with an interest in the uses of the computer in modeling the nervous system.

Zusammenfassung

Teaching computational neuroscience as an integrated discipline requires that students from different backgrounds be brought forward onto common ground. This book does this by making ancillary material available in an appendix and providing basic explanations without becoming bogged down in unnecessary details. The book will be suitable for undergraduates and beginning graduate students taking a computational neuroscience course and also to anyone with an interest in the uses of the computer in modeling the nervous system.

Inhaltsverzeichnis

Perspectives.- Computational Neuroscience and You.- Basic Neuroscience.- Computers.- Computer Representations.- The Soul of an Old Machine.- Cybernetics.- Concept Neurons.- Neural Coding.- Our Friend the Limulus.- Supervised Learning: Delta Rule and Back-Propagation.- Associative Memory Networks.- Brains.- From Soap to Volts.- Hodgkin-Huxley Model.- Compartment Modeling.- From Artificial Neural Network to Realistic Neural Network.- Neural Circuits.- The Basics.

Erscheinungsjahr:	2002
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	xx 364 S.
ISBN-13:	9780387955261
ISBN-10:	0387955267
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Lytton, William W.
Auflage:	Softcover reprint of the original 1st ed. 2002
Hersteller:	Springer New York Springer US, New York, N.Y.
Maße:	235 x 155 x 21 mm
Von/Mit:	William W. Lytton
Erscheinungsdatum:	01.10.2002
Gewicht:	0,587 kg

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