A method of obtaining sense of touch by using EEG

Tsukasa Nakamura, Yohei Tomita, Yasue Mitsukura

Research output: Contribution to journalArticlepeer-review

1 Citation (Scopus)

Abstract

In this paper, we propose a method of obtaining the sense of touch by using the EEG. 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.

Original languageEnglish
Pages (from-to)621-632
Number of pages12
JournalInformation (Japan)
Volume14
Issue number2
Publication statusPublished - 2011 Feb 1
Externally publishedYes

Keywords

  • Biological information technology
  • EEG
  • Sense of touch

ASJC Scopus subject areas

  • Information Systems

Fingerprint Dive into the research topics of 'A method of obtaining sense of touch by using EEG'. Together they form a unique fingerprint.

Cite this