A Prelude to Neural Networks: Adaptive and Learning Systems - Couverture souple

Mendel, Jerry M.

 
9780131474482: A Prelude to Neural Networks: Adaptive and Learning Systems
Couverture souple
ISBN 10 : 0131474480 ISBN 13 : 9780131474482
Editeur : Prentice Hall, 1994

Synopsis

Now recognized as a classic that was ahead of its time, this volume has been republished to make available a rich source of background materials for the field of neural networks. It serves as a bridge between today's "second wave" of neural networks and the "first wave" that occurred in the 1960s -- and collects in one place the vast amount of material of great interest to "second wavers." Explores the seminal thinking in the development of such areas as pattern recognition as the foundation for both supervised and unsupervised feedforward neural networks; optimization; gradient optimization algorithms within the contexts of general stochastic approximation theory and equation error system identification; and reinforcement learning control systems -- with regard to short-term and long-term memory, goals and sub-goals, and stochastic automata. The Preface explains the content within the context of today's advancements in neural networks.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Now recognized as a classic that was ahead of its time, this volume has been republished to make available a rich source of background materials for the field of neural networks. It serves as a bridge between today's “second wave” of neural networks and the “first wave” that occurred in the 1960s — and collects in one place the vast amount of material of great interest to “second wavers.” Explores the seminal thinking in the development of such areas as pattern recognition as the foundation for both supervised and unsupervised feedforward neural networks; optimization; gradient optimization algorithms within the contexts of general stochastic approximation theory and equation error system identification; and reinforcement learning control systems — with regard to short-term and long-term memory, goals and sub-goals, and stochastic automata. The Preface explains the content within the context of today's advancements in neural networks.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Prentice Hall
Date d'édition
1994
Langue
anglais
ISBN 10 
0131474480
ISBN 13 
9780131474482
Reliure
Broché
Nombre de pages
464
Coordonnées du fabricant
non disponible
Personne responsable
non disponible