Theoretical neuroscience : computational and mathematical modeling of neural systems

Peter Dayan and L.F. Abbott

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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この本の情報

書名 Theoretical neuroscience : computational and mathematical modeling of neural systems
著作者等 Abbott, L.
Dayan, Peter
Abbott L.F.
シリーズ名 Computational neuroscience
出版元 MIT Press
刊行年月 c2001
ページ数 xv, 460 p.
大きさ 26 cm
ISBN 9780262541855
9780262041997
NCID BA54385591
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言語 英語
出版国 アメリカ合衆国
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