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Title:

Neural Networks
Cover of Neural Networks

Accession Number:

01042142

Record Type:

Component

Availability:

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Order URL: http://worldcat.org/issn/00978515

Abstract:

The resurgence of interest in neural networks (NNs) in the 1990s has been due mainly to the appearance of faster digital computers that can simulate large networks and the discovery of new NN architectures and more powerful learning mechanisms. The new NN architectures, for the most part, are not meant to duplicate the operation of the human brain, but rather to receive inspiration from known facts about how the brain works. This paper examines the multilayer perceptron architecture, other advanced topologies, the NN applications domain, strengths and weaknesses of NNs, and pitfalls to avoid.

Monograph Accession #:

01042139

Language:

English

Authors:

Ishak, Sherif
Trifiro, Franco

Pagination:

pp 17-32

Publication Date:

2007-1

Serial:

Transportation Research Circular

Issue Number: E-C113
Publisher: Transportation Research Board
ISSN: 0097-8515

Media Type:

Web

Features:

Figures (8) ; References

Subject Areas:

Planning and Forecasting; Transportation (General); I72: Traffic and Transport Planning

Files:

TRIS, TRB

Created Date:

Feb 14 2007 6:48PM

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