Models of Neural Networks - Vol.1: Models of Neural Networks

This collection of articles responds to the urgent need for timely and comprehensive reviews in a multidisciplinary, rapidly developing field of research. The book starts out with an extensive introduction to the ideas used in the subsequent chapters, which are all centered around the theme of collective phenomena in neural networks: dynamics and storage capacity of networks of formal neurons with symmetric or asymmetric couplings, learning algorithms, temporal association, structured data (software), and structured nets (hardware).
The style and level of this book make it particularly useful for advanced students and researchers looking for an accessible survey of today's theory of neural networks.

Dettagli sul prodotto

• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 01.01.1995
• EAN: 9783540594031
• ISBN: 978-3-540-59403-1
• Pagine: 355
• Peso: 678 g
• Illustrazioni: w. 3 col. and 76 b&w figs.
• Collana: Models of Neural Networks
• Serie: Physics of Neural Networks
• Categoria: Scienze naturali, medicina, informatica, tecnica > Fisica, astronomia > Fisica teorica