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Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems by Laurence F. Abbott, Peter Dayan (Paperback, 2005)

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Product Information

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.

Product Identifiers

Publisher
MIT Press Ltd
ISBN-13
9780262541855
eBay Product ID (ePID)
95572650

Product Key Features

Author
Laurence F. Abbott, Peter Dayan
Publication Name
Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems
Format
Paperback
Language
English
Subject
Computer Science, Biology
Publication Year
2005
Type
Textbook
Number of Pages
480 Pages

Dimensions

Item Height
254 mm
Item Width
203 mm
Item Weight
975 g

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
Peter Dayan, Laurence F. Abbott
LeafCats
378
Series Title
Computational Neuroscience Series