DocumentCode
2912150
Title
Feasibility study of performance evaluation using national instruments based neurophysiology device (NIROD)
Author
ChingSeong Tan ; Wooi Sin Lee ; Ten, Stanley Oh Chan ; Jou Phing Ng ; Hin-Yong Wong
Author_Institution
Fac. of Eng., Multimedia Univ. (MMU), Cyberjaya, Malaysia
fYear
2012
fDate
6-9 Oct. 2012
Firstpage
155
Lastpage
159
Abstract
This project takes the challenge to utilize the single probe methodology to evaluate the SSVEP response stimulated by various mental tasks. Reading is the main activity of interest for the research as it wholly exploits the visual sense as well as requiring full mental concentration from the subject. Most of the applications in the market today use SSVEP for visually evoked menu and characters recognition, but to the best knowledge of the authors, no research has been carried out on the analysis of the SSVEP response through a head device with only a single contact point to correlate the reading speed or learning efficiency (through visual sense) by looking at the SSVEP waveform. In order to evaluate the learning efficiency using the SSVEP data, our hypothesis is the reading activities of the neuron response itself is a stream of self-visually evoked potential. Thus, it is possible to evaluate the learning efficiency by correlated to the SSVEP of the reader or learner brain wave. A simple model is proposed to correlate the reading activity to the EEG analysis.
Keywords
biomedical equipment; character recognition; electroencephalography; learning systems; medical signal processing; neurophysiology; visual evoked potentials; EEG analysis; characters recognition; feasibility study; full mental concentration; head device; learner brain wave; learning efficiency; mental tasks; national instruments-based-neurophysiology device; neuron response; performance evaluation; reader brain wave; self-visually evoked potential; single contact point; single probe methodology; visual sense; visually evoked menu; Brain; Education; Electroencephalography; Ions; Nickel; Performance evaluation; Reliability; Cognitive performance; Electroencephalography; Learning performance evalution; SSVEP; Visual stimuli;
fLanguage
English
Publisher
ieee
Conference_Titel
Sustainable Utilization and Development in Engineering and Technology (STUDENT), 2012 IEEE Conference on
Conference_Location
Kuala Lumpur
ISSN
1985-5753
Print_ISBN
978-1-4673-1649-1
Electronic_ISBN
1985-5753
Type
conf
DOI
10.1109/STUDENT.2012.6408390
Filename
6408390
Link To Document