NDLI: Estimation for presented images by EEGs during recongition and recalling

Content Provider	IEEE Xplore Digital Library
Author	Yamanoi, T. Tanaka, Y. Toyoshima, H. Otsuki, M. Ohnishi, S.-I. Yamazaki, T. Sugeno, M.
Copyright Year	2013
Description	Author affiliation: Fac. of Health Sci., Hokkaido Univ., Sapporo, Japan (Otsuki, M.) \|\| Japan Tech. Software, Sapporo, Japan (Toyoshima, H.) \|\| Grad. Sch. of Eng., Hokkai-Gakuen Univ., Sapporo, Japan (Yamanoi, T.; Tanaka, Y.; Ohnishi, S.-I.) \|\| Fac. of Comput. Sci. & Syst. Eng., Kyushu Inst. of Technol., Iizuka, Japan (Yamazaki, T.) \|\| Eur. Center for Soft Comput., Mieres-Asutrias, Spain (Sugeno, M.)
Abstract	The present authors recorded electroencephalograms (EEGs) from subjects viewing four types of line drawings of body part, tetrapod, home appliance, that were presented on a CRT. The authors investigated a single trial EEGs of the subject precisely after the latency at 400 ms, and determined effective sampling latencies for the discriminant analysis to some types of images. They sampled EEG data at latencies from 400 ms to 900 ms at 25 ms intervals by the four channels such as Fp2, F4, C4 and F8. Data were resampled -1 ms and -2 ms backward. Results of the discriminant analysis with jack knife method for four type objective varieties, the discriminant rates for two subjects were more than 95 %.
Starting Page	370
Ending Page	373
File Size	1111762
Page Count	4
File Format	PDF
ISBN	9781479903863
DOI	10.1109/iFuzzy.2013.6825467
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-12-06
Publisher Place	Taiwan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Electrodes Fingers Canonaical discriminant analysis Mouth Ear Single trial electroencephalograms Educational institutions Electroencephalography Image estimation Foot
Content Type	Text
Resource Type	Article

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