A feeling estimation system using a simple electroencephalograph

Keisuke Ishino, Masafumi Hagiwara

研究成果: Conference article査読

68 被引用数 (Scopus)

抄録

This paper proposes a system for feeling estimation. It uses a simple electroencephalograph as an interface. If quantitative feeling presumption with information from a living body is made possible, it can be considered that a computer can appropriately deal with human's natural sensibility. Input data of proposed system is electroencephalogram (EEG) data of several feelings acquired using a simple electroencephalograph. Output of the system is one of some words associated with certain feelings states. One feature of proposed system is performing classification using the neural network. The neural networks have generalization ability and can deal with data including noise. Another feature is a low burden for the user by using a simple electroencephalograph. The proposed system is applicable to the quantitative evaluation replaced with a questionnaire. It is also applicable to handling the non-verbal information that is missing at communication.

本文言語English
ページ(範囲)4204-4209
ページ数6
ジャーナルProceedings of the IEEE International Conference on Systems, Man and Cybernetics
5
出版ステータスPublished - 2003 11月 24
イベントSystem Security and Assurance - Washington, DC, United States
継続期間: 2003 10月 52003 10月 8

ASJC Scopus subject areas

  • 制御およびシステム工学
  • ハードウェアとアーキテクチャ

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