Introduction To The Theory Of Neural Computation

John A. Hertz, Anders S. Krogh, Richard G. Palmer (Autoren)

Buch | Hardcover

352 Seiten

2019
CRC Press (Verlag)
978-0-367-09136-1 (ISBN)

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Comprehensive introduction to the neural network models currently under intensive study for computational applications. It also provides coverage of neural network applications in a variety of problems of both theoretical and practical interest.

John A Hertz

About the Santa Fe Institute , Santa Fe Institute Editorial Board September 1990 , Santa Fe Institute Studies in the Sciences of Complexity , Series Foreword , Foreword , Foreword , Preface , Introduction , The Hopfield Model , Extensions of the Hopfield Model , Optimization Problems , Simple Perceptrons , Multi-Layer Networks , Recurrent Networks , Unsupervised Hebbian Learning , Unsupervised Competitive Learning , Formal Statistical Mechanics of Neural Networks , Statistical Mechanics

Erscheinungsdatum	22.07.2019
Verlagsort	London
Sprache	englisch
Maße	152 x 229 mm
Gewicht	453 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Naturwissenschaften ► Biologie
	Naturwissenschaften ► Physik / Astronomie
	Technik
ISBN-10	0-367-09136-4 / 0367091364
ISBN-13	978-0-367-09136-1 / 9780367091361
Zustand	Neuware