Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems

Peter Dayan

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Language: English

Published by MIT Press Ltd, 2005

0262541858 / 9780262541855

Series: Book 2 of 6 - Computational Neuroscience

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Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces the basic mathematical and computational methods of theoretical neuroscience and presents applications in a variety of areas including vision, sensory-motor integration, development, learning, and memory. The book is divided into three parts. Part I discusses the relationship between sensory stimuli and neural responses, focusing on the representation of information by the spiking activity of neurons. Part II discusses the modeling of neurons and neural circuits on the basis of cellular and synaptic biophysics. Part III analyzes the role of plasticity in development and learning. An appendix covers the mathematical methods used, and exercises are available on the book's Web site.

Seller Inventory # CIN0262541858G

Title
Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems
Author
Peter Dayan
Publisher
MIT Press Ltd
Publication year
2005
Condition
Good
Binding
Paperback
Language
English
ISBN 10
0262541858
ISBN 13
9780262541855
Series
Book 2 of 6: Computational Neuroscience

World of Books Inc

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