Cursor movement control development by using ANFIS algorithm
Joint Authors
Awdah, Suhayl
Hodali, Juzif
Salibi, Maha
Salsa, Ilyaa
Source
The International Arab Journal of Information Technology
Issue
Vol. 6, Issue 5 (30 Nov. 2009), pp.448-451, 4 p.
Publisher
Publication Date
2009-11-30
Country of Publication
Jordan
No. of Pages
4
Main Subjects
Information Technology and Computer Science
Abstract EN
Our non-invasive brain computer interface uses EEG signals and beta frequency bands over sensorimotor cortex to control cursor movement horizontally (i.e., one dimension).
The main goal of this study is to help people with sever motor disabilities (i.e, spinal cord injuries) and provide them a new way of communication and control options by which they can move the cursor in one dimension.
In the study offline analysis of the data collected was used to make the user able of controlling the movement of the cursor horizontally (i.e, one dimension).
The data was collected during a session in which the user selected among two targets by thinking and moving either the right hand little finger or the left hand little finger.
The adaptive-network based fuzzy inference system algorithm was examined for the classification method with some parameters.
In the offline analysis, the method used showed a significant performance in the classification accuracy level and it gave an accuracy level of more than 80% .
This result suggest that using the adaptive-network based fuzzy inference system algorithm will improve online operation of the current BCI system.
American Psychological Association (APA)
Awdah, Suhayl& Hodali, Juzif& Salibi, Maha& Salsa, Ilyaa. 2009. Cursor movement control development by using ANFIS algorithm. The International Arab Journal of Information Technology،Vol. 6, no. 5, pp.448-451.
https://search.emarefa.net/detail/BIM-10077
Modern Language Association (MLA)
Hodali, Juzif…[et al.]. Cursor movement control development by using ANFIS algorithm. The International Arab Journal of Information Technology Vol. 6, no. 5 (Nov. 2009), pp.448-451.
https://search.emarefa.net/detail/BIM-10077
American Medical Association (AMA)
Awdah, Suhayl& Hodali, Juzif& Salibi, Maha& Salsa, Ilyaa. Cursor movement control development by using ANFIS algorithm. The International Arab Journal of Information Technology. 2009. Vol. 6, no. 5, pp.448-451.
https://search.emarefa.net/detail/BIM-10077
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 450
Record ID
BIM-10077