Theoretical Neuroscience

Computational and Mathematical Modeling of Neural Systems

Peter Dayan, L. F Abbott (Autoren)

Buch | Hardcover

476 Seiten

2001
MIT Press (Verlag)
978-0-262-04199-7 (ISBN)

Titel ist leider vergriffen;
keine Neuauflage

Artikel merken

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.

Peter Dayan is on the faculty of the Gatsby Computational Neuroscience Unit at University College London. L. F. Abbott is the Nancy Lurie Marks Professor of Neuroscience and Director of the Volen Center for Complex Systems at Brandeis University. He is the coeditor of Neural Codes and Distributed Representations (MIT Press, 1999).

Erscheint lt. Verlag	3.12.2001
Zusatzinfo	165
Verlagsort	Cambridge, Mass.
Sprache	englisch
Maße	178 x 229 mm
Gewicht	1325 g
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Naturwissenschaften ► Biologie ► Humanbiologie
	Naturwissenschaften ► Biologie ► Zoologie
ISBN-10	0-262-04199-5 / 0262041995
ISBN-13	978-0-262-04199-7 / 9780262041997
Zustand	Neuware