Presentation 2008-06-26
Fractal Emotion Informatics : A Novel Evaluation Method of Emotions with Complexity of EEG
Masahiro NAKAGAWA,
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Abstract(in English) In this technical report, we shall put forward a novel strategy to evaluate the emotion information, quantifying the complicated spatio-temporal dynamics of the human brains in terms of such universal characteristics of the physiological signals as fractal dimensions, which has been observed in EEG we well as the near infra-red spectroscopy (NIRS). In several practical applications, we have succeeded to evaluate the sensibility, i.e. emotion information by means of fractal analyses with an appropriate accuracy as well as a relatively high time-resolution beyond the conventional approaches based on the power spectral analyses with band-separated signals, i.e. emotion spectral analysis method (ESAM).
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Keyword(in English) Electro-encephalogram / Fractal Analyses / Complexity / Emotion Informatics / Physiological Information
Paper # NLP2008-1,NC2008-11
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Committee NC
Conference Date 2008/6/19(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Fractal Emotion Informatics : A Novel Evaluation Method of Emotions with Complexity of EEG
Sub Title (in English)
Keyword(1) Electro-encephalogram
Keyword(2) Fractal Analyses
Keyword(3) Complexity
Keyword(4) Emotion Informatics
Keyword(5) Physiological Information
1st Author's Name Masahiro NAKAGAWA
1st Author's Affiliation Faculty of Engineering, Nagaoka University of Technology()
Date 2008-06-26
Paper # NLP2008-1,NC2008-11
Volume (vol) vol.108
Number (no) 101
Page pp.pp.-
#Pages 6
Date of Issue