Theory of Neural Information Processing Systems

Coolen, A. C. C.|Kuehn, R.|Sollich, P.

ISBN 10: 0198530242 / ISBN 13: 9780198530244

Verlag: Oxford University Press, 2005

Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides an account of the theory of neural information processing systems. This book includes introductions to various mathematical tools as well as multiple exercises on each topic. It is aimed at students with an undergraduate degree in any quantitative . Bestandsnummer des Verkäufers 594409842

Inhaltsangabe:

This interdisciplinary graduate text gives a full, explicit, coherent and up-to-date account of the modern theory of neural information processing systems and is aimed at student with an undergraduate degree in any quantitative discipline (e.g. computer science, physics, engineering, biology, or mathematics). The book covers all the major theoretical developments from the 1940s tot he present day, using a uniform and rigorous style of presentation and of mathematical notation. The text starts with simple model neurons and moves gradually to the latest advances in neural processing. An ideal textbook for postgraduate courses in artificial neural networks, the material has been class-tested. It is fully self contained and includes introductions to the various discipline-specific mathematical tools as well as multiple exercises on each topic.

Bibliografische Details

Titel: Theory of Neural Information Processing ...
Verlag: Oxford University Press
Erscheinungsdatum: 2005
Einband: Softcover
Zustand: New