Theory of neural information processing systems - Rilegato

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

Rilegato

ISBN 10: 0198530234 ISBN 13: 9780198530237

Casa editrice: OUP Oxford, 2005

Riassunto

Theory of Neural Information Processing Systems provides an explicit, coherent, and up-to-date account of the modern theory of neural information processing systems. It has been carefully developed for graduate students from any quantitative dsicipline, including mathematics, computer science, physics, engineering or biology, and has been thoroughly class-tested by the authors over a period of some 8 years. Exercises are presented throughout the text and notes on historical background and further reading guide the student into the literature. All mathematical details are included and appendices provide further background material, including probability theory, linear algebra and stochastic processes, making this textbook accessible to a wide audience.

Su questo libro

Recensione

The book provides an excellent class-tested material for graduate courses in artificial neural networks. It is completely self-contained and includes also thorough introduction to the discussed discipline-specific areas of mathematics...Therefore, this book represents a good reference source of applicable ideas for a wide audience including students, researchers and application specialists as well. (EMS Newsletter graduate courses in artificial neural networks. It is completely self-contained and includes also a thorough introduction to the discussed discipline-specific areas of mathematics.)

Therefore, this book represents a good reference source of applicable ideas for a wide audience including students, researchers and application specialists as well. (EMS Newsletter)

L'autore

A.C.C. Coolen is at Professor of Applied Mathematics, Department of Mathematics, King's College, London. R. Kuehn is at Lecturer in Applied Mathematics, Department of Mathematics, King's College, London.

Dettagli dell?edizione

• Editore: OUP Oxford
• Data di pubblicazione: 2005
• Lingua: Inglese
• ISBN 10: 0198530234
• ISBN 13: 9780198530237
• Rilegatura: Copertina rigida
• Numero di pagine: 586
• Contatto del produttore: non disponibile
• Persona responsabile: Ufficio Anagrafiche Messaggerie; ufficio.anagrafiche@meli.it; ; Via Verdi, 8; Assago Milano; 20090; Italia