Evaluation of Self-Organized Learning in a Neural Network by Means of Mutual Information

• KIKUCHI Toshiko

  Faculty of Engineering, Utsunomiya University

• MATSUOKA Takahide

  Faculty of Engineering, Utsunomiya University

• TAKEDA Toshiaki

  Laboratory of Physiological Sciences, Jichi Medical School, School of Nursing

• KISHI Koichiro

  Department of Pharmacology, Jichi Medical School

抄録

We reported that a competitive learning neural network had the ability of self-organization in the classification of questionnaire survey data. In this letter, its self-organized learning was evaluated by means of mutual information. Mutual information may be useful to find efficiently the network which can give optimal classification.

収録刊行物

• IEICE transactions on fundamentals of electronics, communications and computer sciences

  IEICE transactions on fundamentals of electronics, communications and computer sciences 78 (5), 579-582, 1995-05-25

  一般社団法人電子情報通信学会

キーワード

• neural network
• self-organization
• classification
• mutual information
• competitive learning

詳細情報

• CRID: 1570572702403080832
• NII論文ID: 110003207513
• NII書誌ID: AA10826239
• ISSN: 09168508
• 本文言語コード: en
• データソース種別:
  • CiNii Articles