Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems

Peter Dayan; L. F. Abbott

ISBN 10: 0262041995 / ISBN 13: 9780262041997

Editore: Mit Pr, 2001

Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less 3. Codice articolo G0262041995I3N00

Riassunto:

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.

Informazioni sull?autore: Peter Dayan is on the faculty of the Gatsby Computational Neuroscience Unit at University College London.

Dati bibliografici

Titolo: Theoretical Neuroscience: Computational and ...
Casa editrice: Mit Pr
Data di pubblicazione: 2001
Legatura: Hardcover
Condizione: Good
Condizione sovraccoperta: No Jacket