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Theoretical Neuroscience
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Theoretical Neuroscience : Computational and Mathematical Modeling of Neural Systems

by Laurence F. Abbott , Peter Dayan

Book Details

Format Paperback / Softback
Book Series Computational Neuroscience Series
ISBN-10 0262541858
ISBN-13 9780262541855
Publisher MIT Press Ltd
Imprint MIT Press
Country of Manufacture US
Country of Publication GB
Publication Date Aug 12th, 2005
Print length 480 Pages
Weight 954 grams
Dimensions 25.30 x 20.20 x 2.30 cms
Product Classification: Neurosciences3D graphics & modelling3D graphics and modelling
Ksh 13,700.00
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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.

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