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Theoretical Neuroscience
Peter Dayan, Laurence F. AbbottHow much do you like this book?
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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.
Categories:
Year:
2005
Edition:
1
Publisher:
MIT Press
Language:
english
Pages:
477
ISBN 10:
0262541858
ISBN 13:
9780262541855
File:
PDF, 6.44 MB
Your tags:
IPFS:
CID , CID Blake2b
english, 2005
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