Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Second-Order Methods for Neural Networks

Second-Order Methods for Neural Networks

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783540761006
Condition
New
Product Description

About This Book This book is about training methods - in particular, fast second-order training methods - for multi-layer perceptrons (MLPs). MLPs (also known as feed-forward neural networks) are the most widely-used class of neural network. Over the past decade MLPs have achieved increasing popularity among scientists, engineers and other professionals as tools for tackling a wide variety of information processing tasks. In common with all neural networks, MLPsare trained (rather than programmed) to carryout the chosen information processing function. Unfortunately, the (traditional' method for trainingMLPs- the well-knownbackpropagation method - is notoriously slow and unreliable when applied to many prac tical tasks. The development of fast and reliable training algorithms for MLPsis one of the most important areas ofresearch within the entire field of neural computing. The main purpose of this book is to bring to a wider audience a range of alternative methods for training MLPs, methods which have proved orders of magnitude faster than backpropagation when applied to many training tasks. The book also addresses the well-known (local minima' problem, and explains ways in which fast training methods can be com bined with strategies for avoiding (or escaping from) local minima. All the methods described in this book have a strong theoretical foundation, drawing on such diverse mathematical fields as classical optimisation theory, homotopic theory and stochastic approximation theory.

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

Proceedings of 10th International Conference on Coastal and Ocean Engineering

$219.99

Finance

$109.00

Portfoliosteuerung von Venture Capital-Gesellschaften

$69.99

Stadtverkehr

$54.99

Presenting Oprah Winfrey, Her Films, and African American Literature

$39.99

Best Practices in Marketing and their Impact on Quality of Life

$84.99

Balneotherapie der Poliomyelitis

$54.99

Introduction to the Theory and Application of Data Envelopment Analysis

$169.00

Dauerhafte Gter

$59.99

Cross-Border Cooperation in the Republic of Ireland and Northern Ireland

$109.99

Guided Reading Level U Pack 1

$85.00

Tools for Activating Data Marketplace

$169.99

Building Client/Server Applications with VB .NET

$54.99

Modern Cellular Automata

$169.99

Confronting Visuality in Multi-Ethnic Womens Writing

$54.99

In Defense of Processed Food

$29.99

The Art of Benchmarking

$139.99

Biologische Kybernetik

$59.99

Exoplanets

$24.99

Rare Diseases

$84.99

The Semantic Web - ISWC 2010

$39.99

Sourcebook in the History of Philosophy of Language

$169.99

Marxism, the Millennium and Beyond

$109.99

Thresholds of Translation

$169.99

Inhalation Anesthetics

$109.99

Advances in Information and Communication Networks

$199.99

Models

$84.99

Ellipsometry for Industrial Applications

$54.99

Captivity in War during the Twentieth Century

$169.99

Grafting/Characterization Techniques/Kinetic Modeling

$39.99

Finite Translation Planes

$29.99

English Language and General Studies Education in the United Arab Emirates

$159.99

Creativity in the Digital Age

$54.99

Tunable Solid State Lasers

$84.99

Transport Processes in Porous Media

$109.99

Space groups (189) P-62m (174) P-6

$549.99

Allusion in Detective Fiction

$119.99

Postcolonialism, Heritage, and the Built Environment

$69.99

Membrane Organization and Dynamics

$169.99

Doing the Best We Can

$84.99