一時的滞留機能を持つ過渡的カオス連想記憶モデル

• 大林 正直

  山口大学大学院理工学研究科

• 成田 顕一郎

  山口大学大学院理工学研究科

• 小林 邦和

  山口大学大学院理工学研究科

• 呉本 尭

  山口大学大学院理工学研究科

書誌事項

タイトル別名

• A Transient Chaotic Associative Memory Model with Temporary Stay Function
• イチジテキ タイリュウ キノウ オ モツ カトテキ カオス レンソウ キオク モデル

抄録

When chaotic dynamics is given to the neurons that compose the associative memory model, it searches for stored patterns in a pattern space chaotically. However, it has the fault that the judgment for whether the stored pattern is recollected or not is difficult because its behavior is always chaotic. As all dynamics of the chaotic neurons are chaotic, chaotic transition is repeated. One side, transient-chaotic associative network (TCAN) Lee proposed changes from the state of chaos to the state of stability (non-chaos) transiently. Additionally, it has the fast recollection speed, and has the characteristic, high memory capacity. However, the states of TCAN do not change chaotically. Based on these results, this paper proposes a transient chaotic associative memory model with temporary stay function (TCAMMwithTSF) which has two abilities: one is the fast speed at the states of the model converge to a stored pattern, like TCAN, the other is the ability that it searches the stored pattern in a pattern space chaotically, like chaotic neural networks. Finally, it is verified that what character TCAMMwithTSF has and its usefulness through simulation study.

収録刊行物

• 電気学会論文誌Ｃ（電子・情報・システム部門誌）

  電気学会論文誌Ｃ（電子・情報・システム部門誌） 128 (12), 1852-1858, 2008

  一般社団法人 電気学会

キーワード

• 過渡的カオス
• 連想記憶
• 一時的滞留機能

詳細情報

• CRID: 1390001204604402304
• NII論文ID: 10024501310
• NII書誌ID: AN10065950
• DOI: 10.1541/ieejeiss.128.1852
• ISSN: 13488155
• ISSN: 03854221
• NDL書誌ID: 9731255
• Web Site: https://ndlsearch.ndl.go.jp/books/R000000004-I9731255
• Web Site: http://www.jstage.jst.go.jp/article/ieejeiss/128/12/128_12_1852/_pdf
• 本文言語コード: ja
• データソース種別:
  • JaLC
  • NDL
  • Crossref
  • CiNii Articles
  • KAKEN
• 抄録ライセンスフラグ: 使用不可