DocumentCode
1307564
Title
Design and Implementation of a P300-Based Brain-Computer Interface for Controlling an Internet Browser
Author
Mugler, Emily M. ; Ruf, Carolin A. ; Halder, Sebastian ; Bensch, Michael ; Kübler, Andrea
Author_Institution
Bioeng. Dept., Univ. of Illinois at Chicago, Chicago, IL, USA
Volume
18
Issue
6
fYear
2010
Firstpage
599
Lastpage
609
Abstract
An electroencephalographic (EEG) brain-computer interface (BCI) internet browser was designed and evaluated with 10 healthy volunteers and three individuals with advanced amyotrophic lateral sclerosis (ALS), all of whom were given tasks to execute on the internet using the browser. Participants with ALS achieved an average accuracy of 73% and a subsequent information transfer rate (ITR) of 8.6 bits/min and healthy participants with no prior BCI experience over 90% accuracy and an ITR of 14.4 bits/min. We define additional criteria for unrestricted internet access for evaluation of the presented and future internet browsers, and we provide a review of the existing browsers in the literature. The P300-based browser provides unrestricted access and enables free web surfing for individuals with paralysis.
Keywords
biomedical communication; brain-computer interfaces; diseases; electroencephalography; handicapped aids; medical control systems; patient rehabilitation; P300-based electroencephalographic brain-computer interface; amyotrophic lateral sclerosis; communication; free web surfing; information transfer rate; internet browser control; paralysis; rehabilitation; Brain computer interfaces; Browsers; Electroencephalography; Internet; Patient rehabilitation; Brain–computer interface (BCI); electroencephalography; rehabilitation; Adult; Affect; Algorithms; Amyotrophic Lateral Sclerosis; Brain; Data Interpretation, Statistical; Depression; Disease Progression; Electroencephalography; Equipment Design; Event-Related Potentials, P300; Female; Humans; Information Systems; Internet; Male; Middle Aged; Motivation; Paralysis; Quality of Life; User-Computer Interface; Young Adult;
fLanguage
English
Journal_Title
Neural Systems and Rehabilitation Engineering, IEEE Transactions on
Publisher
ieee
ISSN
1534-4320
Type
jour
DOI
10.1109/TNSRE.2010.2068059
Filename
5559475
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