A Diminutive Suggestion for Real-time Graz Cue-based Brain Computer Interface

Publish Year: 1394
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:

JR_JKBEI-1-3_003

تاریخ نمایه سازی: 17 شهریور 1395

Abstract:

THese days, Brain Computer interface known as BCI is one of most challenging issue in neuroscience researches. The principal goal of these systems are providing a non-muscular pathway which contribute to direct interaction with environment for physically-challenged people. In this paper, we propose a suggestion for real time implementation of Graz 2a dataset in real world. This dataset has four predefined classes of Motor Imagery task itself, We uphold the notion thatwe should adopt a particular class as a fifth class for No-movement which lead wheelchair to stop or No-movement when user does not do any predefined Motor Imagery tasks to better performance and adopt a decision more naturally in real world.

Authors

Sahar Seifzadeh

Faculty of Computer and Information Technology Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran

Karim Faez

Electrical Engineering Department, AmirKabir University of Technology Tehran, Iran

Mahmood Amiri

Medical Biology Research Center, Kermanshah University of Medical Sciences, Kermanshah, Iran