DocumentCode
2515522
Title
A Brain Computer Interface for Communication Using Real-Time fMRI
Author
Eklund, Anders ; Andersson, Mats ; Ohlsson, Henrik ; Ynnerman, Anders ; Knutsson, Hans
Author_Institution
Dept. of Biomed. Eng., Linkoping Univ., Linkoping, Sweden
fYear
2010
fDate
23-26 Aug. 2010
Firstpage
3665
Lastpage
3669
Abstract
We present the first step towards a brain computer interface (BCI) for communication using real-time functional magnetic resonance imaging (fMRI). The subject in the MR scanner sees a virtual keyboard and steers a cursor to select different letters that can be combined to create words. The cursor is moved to the left by activating the left hand, to the right by activating the right hand, down by activating the left toes and up by activating the right toes. To select a letter, the subject simply rests for a number of seconds. We can thus communicate with the subject in the scanner by for example showing questions that the subject can answer. Similar BCI for communication have been made with electroencephalography (EEG). In these implementations the subject for example focuses on a letter while different rows and columns of the virtual keyboard are flashing. The system then tries to detect if the correct letter is flashing or not. In our setup we instead classify the brain activity. Our system is not limited to a communication interface, but can be used for any interface where five degrees of freedom is necessary.
Keywords
biomedical MRI; brain-computer interfaces; electroencephalography; medical image processing; real-time systems; EEG; MR scanner; brain computer interface; communication interface; electroencephalography; real-time fMRI; real-time functional magnetic resonance imaging; virtual keyboard; Artificial neural networks; Brain; Electroencephalography; Real time systems; Support vector machines; Training; Training data; ANN; BCI; Brain computer interface; EEG; SVM; real-time fMRI;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition (ICPR), 2010 20th International Conference on
Conference_Location
Istanbul
ISSN
1051-4651
Print_ISBN
978-1-4244-7542-1
Type
conf
DOI
10.1109/ICPR.2010.894
Filename
5597838
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