Resolution of associative memory's perplexity using additional information and exceptional knowledge

Atsushi Imura, Hirohide Ushida, Toru Yamaguchi, Tomohiro Takagi

研究成果: Conference contribution

抜粋

In recent years there has been a renewal of interest for fuzzy associative memories. However it is difficult to apply fuzzy associative memories to complex knowledge processing, because associative memories have poor storage capacity. In this study, we propose a method to resolve associative memories' perplexity which is due to the poor storage capacity. The term `associative memory's perplexity' can be defined by the fact that, after the recalling processing, several undesired nodes may have almost the same activation as the desired ones. Furthermore we apply the proposed method to the construction of a facial expression model and show its effect.

元の言語English
ホスト出版物のタイトルProceedings of the International Joint Conference on Neural Networks
出版者Publ by IEEE
ページ2117-2120
ページ数4
ISBN(印刷物)0780314212, 9780780314214
出版物ステータスPublished - 1 12 1993
イベントProceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3) - Nagoya, Jpn
継続期間: 25 10 199329 10 1993

出版物シリーズ

名前Proceedings of the International Joint Conference on Neural Networks
3

Conference

ConferenceProceedings of 1993 International Joint Conference on Neural Networks. Part 1 (of 3)
Nagoya, Jpn
期間25/10/9329/10/93

フィンガープリント Resolution of associative memory's perplexity using additional information and exceptional knowledge' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Imura, A., Ushida, H., Yamaguchi, T., & Takagi, T. (1993). Resolution of associative memory's perplexity using additional information and exceptional knowledge. : Proceedings of the International Joint Conference on Neural Networks (pp. 2117-2120). (Proceedings of the International Joint Conference on Neural Networks; 巻数 3). Publ by IEEE.