DocumentCode :
2475931
Title :
Post-saccadic event related potential toward a new technique for information retrieval
Author :
Touyama, Hideaki
Author_Institution :
Toyama Prefectural Univ., Imizu, Japan
fYear :
2012
fDate :
14-17 Oct. 2012
Firstpage :
2939
Lastpage :
2942
Abstract :
In this paper, toward a brain-computer interface for information retrieval, we performed preliminary experiments on post-saccadic event related potential (ERP) during web browsing. Two channel electroencephalogram was analyzed with five subjects during simple string retrieval tasks using web browser with active eye movements, i.e., saccadic eye movements. After the saccadic eye movements the ERP signals were observed in target string retrievals, whereas not observed in standard string retrievals. The classification algorithm was applied and the average decoding performance of single-shot post-saccadic ERP could be 78.2% and 77.6% in recall and precision, respectively. The eye-tracking was also studied and the eye gaze points were confirmed to be on and around target strings when the ERP was elicited. This result suggests that the post-saccadic ERP with eye-tracking leads to a possibility of the use in the brain-computer interface for information retrieval.
Keywords :
Internet; brain-computer interfaces; electroencephalography; eye; information filtering; medical signal processing; online front-ends; pattern classification; visual evoked potentials; ERP signals; Web browsing; brain-computer interface; classification algorithm; decoding performance; eye gaze points; eye tracking; information retrieval; post-saccadic event related potential; saccadic eye movements; single-shot post-saccadic ERP; string retrieval; two-channel electroencephalogram; Electroencephalography; Electromyography; Standards; Brain-Computer Interface; Classification; ElectroEncephaloGram (EEG); Event Related Potential (ERP); Information Retrieval; NeuroMarketing; Saccadic Eye Movement; Web Browsing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man, and Cybernetics (SMC), 2012 IEEE International Conference on
Conference_Location :
Seoul
Print_ISBN :
978-1-4673-1713-9
Electronic_ISBN :
978-1-4673-1712-2
Type :
conf
DOI :
10.1109/ICSMC.2012.6378240
Filename :
6378240
Link To Document :
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