Neural Networks: An Introduction (Physics of Neural Networks) - Hardcover

Müller, Berndt; Reinhardt, Joachim

Hardcover

ISBN 10: 3540523804 ISBN 13: 9783540523802

Verlag: Springer, 1991

Inhaltsangabe

The concepts of neural-network models and techniques of parallel distributed processing are comprehensively presented in a three-step approach: - After a brief overview of the neural structure of the brain and the history of neural-network modeling, the reader is introduced to "neural" information processing, i.e. associative memory, perceptrons, feature-sensitive networks, learning strategies, and practical applications. - Part 2 covers more advanced subjects such as spin glasses, the mean-field theory of the Hopfield model, and the space of interactions in neural networks. - The self-contained final part discusses seven programs that provide practical demonstrations of neural-network models and their learning strategies. Ample opportunity is given to improve and modify the source codes. The software is included on a 5 1/4 inch MS DOS diskette and can be run using Borland's TURBO C 2.0 compiler, the Microsoft C compiler (5.0), or compatible compilers.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 1991
• Sprache: Englisch
• ISBN 10: 3540523804
• ISBN 13: 9783540523802
• Einband: Gebundene Ausgabe
• Auflage: 1
• Anzahl der Seiten: 266
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Deutschland