Multiply descent cost competitive neural networks with cooperation and categorization

Yasuo Matsuyama

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Generalized competitive learning algorithms are described. These algorithms comprise competition handicaps, cooperation and multiply descent cost property. Applications are made on signal processing and combinatorial optimizations. Besides, parallel computation of the presented algorithms is discussed.

Original languageEnglish
Title of host publicationNeural Networks for Signal Processing
Place of PublicationNew York, NY, United States
PublisherPubl by IEEE
Pages141-150
Number of pages10
ISBN (Print)0780301188
Publication statusPublished - 1991
Externally publishedYes
EventProceedings of the 1991 Workshop on Neural Networks for Signal Processing - NNSP-91 - Princeton, NJ, USA
Duration: 1991 Sep 301991 Oct 2

Other

OtherProceedings of the 1991 Workshop on Neural Networks for Signal Processing - NNSP-91
CityPrinceton, NJ, USA
Period91/9/3091/10/2

Fingerprint

Neural networks
Combinatorial optimization
Learning algorithms
Costs
Signal processing

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Matsuyama, Y. (1991). Multiply descent cost competitive neural networks with cooperation and categorization. In Neural Networks for Signal Processing (pp. 141-150). New York, NY, United States: Publ by IEEE.

Multiply descent cost competitive neural networks with cooperation and categorization. / Matsuyama, Yasuo.

Neural Networks for Signal Processing. New York, NY, United States : Publ by IEEE, 1991. p. 141-150.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Matsuyama, Y 1991, Multiply descent cost competitive neural networks with cooperation and categorization. in Neural Networks for Signal Processing. Publ by IEEE, New York, NY, United States, pp. 141-150, Proceedings of the 1991 Workshop on Neural Networks for Signal Processing - NNSP-91, Princeton, NJ, USA, 91/9/30.
Matsuyama Y. Multiply descent cost competitive neural networks with cooperation and categorization. In Neural Networks for Signal Processing. New York, NY, United States: Publ by IEEE. 1991. p. 141-150
Matsuyama, Yasuo. / Multiply descent cost competitive neural networks with cooperation and categorization. Neural Networks for Signal Processing. New York, NY, United States : Publ by IEEE, 1991. pp. 141-150
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