Theoretical Neuroscience

Download or Read eBook Theoretical Neuroscience PDF written by Peter Dayan and published by MIT Press. This book was released on 2005-08-12 with total page 477 pages. Available in PDF, EPUB and Kindle.
Theoretical Neuroscience
Author :
Publisher : MIT Press
Total Pages : 477
Release :
ISBN-10 : 9780262541855
ISBN-13 : 0262541858
Rating : 4/5 (55 Downloads)

Book Synopsis Theoretical Neuroscience by : Peter Dayan

Book excerpt: 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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