Neural Smithing

Name: Neural Smithing
Price: 85 AUD
Availability: OutOfStock
ISBN: 9780262527019

Supervised Learning in Feedforward Artificial Neural Networks

Russell Reed, Robert J MarksII, Russell Reed , Robert J Marksii

$85

Paperback

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English

Bradford Books
17 February 1999

Computer science

Series: A Bradford Book

Summary
Details

Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans and animals. The basic idea is that massive systems of simple units linked together in appropriate ways can generate many complex and interesting behaviors. This book focuses on the subset of feedforward artificial neural networks called multilayer perceptrons (MLP). These are the mostly widely used neural networks, with applications as diverse as finance (forecasting), manufacturing (process control), and science (speech and image recognition).

This book presents an extensive and practical overview of almost every aspect of MLP methodology, progressing from an initial discussion of what MLPs are and how they might be used to an in-depth examination of technical factors affecting performance. The book can be used as a tool kit by readers interested in applying networks to specific problems, yet it also presents theory and references outlining the last ten years of MLP research.

By: Russell Reed, Robert J MarksII, Russell Reed, Robert J Marksii
Imprint: Bradford Books
Country of Publication: United States
Dimensions: Height: 235mm, Width: 191mm, Spine: 30mm
Weight: 617g
ISBN: 9780262527019
ISBN 10: 0262527014
Series: A Bradford Book
Pages: 360
Publication Date: 17 February 1999
Recommended Age: From 18 years
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active