On the design method of cellular neural networks for associative memories based on generalized eigenvalue problem

R. Bise, N. Takahashi, T. Nishi

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

1 被引用数 (Scopus)

抄録

This paper presents a design technique which is used to realize associative memories via cellular neural networks. The proposed method can store every prototype vector as a memory vector and maximize the areas of basin of attraction of memory vectors in a certain sense. The network parameters are obtained by solving optimization problems known as generalized eigenvalue problems. Simulation results prove that our method is better than the existing ones.

本文言語英語
ホスト出版物のタイトルProceedings of the 7th IEEE International Workshop on Cellular Neural Networks and their Applications, CNNA 2002
編集者Ronald Tetzlaff
出版社Institute of Electrical and Electronics Engineers Inc.
ページ515-522
ページ数8
ISBN(電子版)981238121X
DOI
出版ステータス出版済み - 2002
イベント7th IEEE International Workshop on Cellular Neural Networks and their Applications, CNNA 2002 - Frankfurt, ドイツ
継続期間: 7 22 20027 24 2002

出版物シリーズ

名前Proceedings of the IEEE International Workshop on Cellular Neural Networks and their Applications
2002-January

その他

その他7th IEEE International Workshop on Cellular Neural Networks and their Applications, CNNA 2002
国/地域ドイツ
CityFrankfurt
Period7/22/027/24/02

All Science Journal Classification (ASJC) codes

  • ハードウェアとアーキテクチャ
  • ソフトウェア
  • 電子工学および電気工学
  • モデリングとシミュレーション

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