Theoretical Derivation of Momentum Term in Back-propagation

研究成果: Conference contribution

16 被引用数 (Scopus)

抄録

This paper explains clearly the theoretical origin of a momentum term in Back-propagation algorithm. We will prove that the Back-propagation algorithm, which has a momentum term, can be derived through the following assumptions: 1) The cost function is {equation presented}, where Ep is the sum of squared error at the output layer. 2) The most recent weights are assumed in calculating E n.

本文言語English
ホスト出版物のタイトルProceedings - 1992 International Joint Conference on Neural Networks, IJCNN 1992
出版社Institute of Electrical and Electronics Engineers Inc.
ページ682-686
ページ数5
ISBN(電子版)0780305590
DOI
出版ステータスPublished - 1992
イベント1992 International Joint Conference on Neural Networks, IJCNN 1992 - Baltimore, United States
継続期間: 1992 6月 71992 6月 11

出版物シリーズ

名前Proceedings of the International Joint Conference on Neural Networks
1

Conference

Conference1992 International Joint Conference on Neural Networks, IJCNN 1992
国/地域United States
CityBaltimore
Period92/6/792/6/11

ASJC Scopus subject areas

  • ソフトウェア
  • 人工知能

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