A method of obtaining sense of touch by using EEG

Tsukasa Nakamura, Yohei Tomita, Shin Ichi Ito, Yasue Mitsukura

研究成果: Conference contribution

5 被引用数 (Scopus)

抄録

In this paper, we propose a method of obtaining the sense of touch by using the EEG. Multimodal device based on human sensory systems have obtained a lot of attention in the fields of human interface. Among the human sensory systems, especially, the sense of touch is important form of social interaction and it can have powerful emotional consequences. Therefore, it is important to improve tactile sensation device technique and evaluate the device objectively. By analyzing the EEG, we attempt to make the evaluation method clear how users feel when he/she touches objects. We measure the EEG while subjects touch objects by using portable electroencephalograph. The proposed method consists of feature extraction and EEG pattern classification by using fast fourier transform(FFT) and artificial neural network(ANN). Moreover, we apply particle swarm optimization(PSO) for deciding the weight and bias of the ANN fastly.

本文言語English
ホスト出版物のタイトル19th International Symposium in Robot and Human Interactive Communication, RO-MAN 2010
ページ276-281
ページ数6
DOI
出版ステータスPublished - 2010 12月 13
外部発表はい
イベント19th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2010 - Viareggio, Italy
継続期間: 2010 9月 122010 9月 15

出版物シリーズ

名前Proceedings - IEEE International Workshop on Robot and Human Interactive Communication

Other

Other19th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2010
国/地域Italy
CityViareggio
Period10/9/1210/9/15

ASJC Scopus subject areas

  • ソフトウェア
  • 人工知能
  • 人間とコンピュータの相互作用

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