Artificial Neural Networks

S. Lek; Y. S. Park

doi:10.1016/B978-008045405-4.00173-7

Artificial Neural Networks

S. Lek, Y. S. Park

Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

43 Citations (Scopus)

Abstract

Artificial neural networks are nonlinear mapping structures based on the function of the human brain. Two algorithms are developed in this article: supervised (multilayer perceptron) and unsupervised (self-organizing map) learnings.

Original language	English
Title of host publication	Encyclopedia of Ecology, Five-Volume Set
Publisher	Elsevier
Pages	237-245
Number of pages	9
Volume	1-5
ISBN (Electronic)	9780080454054
DOIs	https://doi.org/10.1016/B978-008045405-4.00173-7
Publication status	Published - 1 Jan 2008

Bibliographical note

Publisher Copyright:
© 2008 Elsevier B.V. All rights reserved.

Keywords

ANN
Backpropagation algorithm
Multilayer perceptron
SOM
Self-organizing map
Supervised and unsupervised learning

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10.1016/B978-008045405-4.00173-7

Cite this

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KW - Backpropagation algorithm

KW - Multilayer perceptron

KW - SOM

KW - Self-organizing map

KW - Supervised and unsupervised learning

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Artificial Neural Networks

Abstract

Bibliographical note

Keywords

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