Presentation | 2016-11-18 Discriminability of Binarized Event-related Potentials Ryota Horie, |
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PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | By using basic probabilistic models, we modeled event-related potentials (ERPs) observed by usual averaging and our proposed binarized ERPs to formulate quantitative relation between the two types of ERPs. We modeled discriminability of the binarized ERPs with considering a number of averaging as a parameter. By the model, it is revealed that the binarized ERPs does not have features of original ERPs depending on variance of background Electroencephalography (EEG) and noise, that a threshold for binarization can be optimized for realizing discrimination and to minimizing a misclassification rate, and that a number of averaging is a parameter which decides a misclassification rate in a trade-off with measurement time. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Discriminability / Binarized / Event-related Potentials |
Paper # | MBE2016-48 |
Date of Issue | 2016-11-11 (MBE) |
Conference Information | |
Committee | MBE / NC |
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Conference Date | 2016/11/18(2days) |
Place (in Japanese) | (See Japanese page) |
Place (in English) | Tohoku University |
Topics (in Japanese) | (See Japanese page) |
Topics (in English) | |
Chair | Yutaka Fukuoka(Kogakuin Univ.) / Shigeo Sato(Tohoku Univ.) |
Vice Chair | Kazuki Nakajima(Univ. of Toyama) / Masafumi Hagiwara(Keio Univ.) |
Secretary | Kazuki Nakajima(Kogakuin Univ.) / Masafumi Hagiwara(Toyama Pref. Univ.) |
Assistant | Ryota Horie(Shibaura Inst. of Tech.) / Kim Juhyon(Univ. of Toyama) / Hisanao Akima(Tohoku Univ.) / Yoshihisa Shinozawa(Keio Univ.) |
Paper Information | |
Registration To | Technical Committee on ME and Bio Cybernetics / Technical Committee on Neurocomputing |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Discriminability of Binarized Event-related Potentials |
Sub Title (in English) | |
Keyword(1) | Discriminability |
Keyword(2) | Binarized |
Keyword(3) | Event-related Potentials |
1st Author's Name | Ryota Horie |
1st Author's Affiliation | Shibaura Institute of Technology(SIT) |
Date | 2016-11-18 |
Paper # | MBE2016-48 |
Volume (vol) | vol.116 |
Number (no) | MBE-312 |
Page | pp.pp.5-8(MBE), |
#Pages | 4 |
Date of Issue | 2016-11-11 (MBE) |