General Information
    • ISSN: 1793-8201 (Print), 2972-4511 (Online)
    • Abbreviated Title: Int. J. Comput. Theory Eng.
    • Frequency: Quarterly
    • DOI: 10.7763/IJCTE
    • Editor-in-Chief: Prof. Mehmet Sahinoglu
    • Associate Editor-in-Chief: Assoc. Prof. Alberto Arteta, Assoc. Prof. Engin Maşazade
    • Managing Editor: Ms. Mia Hu
    • Abstracting/Indexing: Scopus (Since 2022), INSPEC (IET), CNKI,  Google Scholar, EBSCO, etc.
    • Average Days from Submission to Acceptance: 192 days
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Prof. Mehmet Sahinoglu
Computer Science Department, Troy University, USA
I'm happy to take on the position of editor in chief of IJCTE. We encourage authors to submit papers concerning any branch of computer theory and engineering.

IJCTE 2011 Vol.3(2): 274-276 ISSN: 1793-8201
DOI: 10.7763/IJCTE.2011.V3.316

Classification in EEG-Based Brain Computer Interfaces Using Inverse Model

Senthilmurugan M., Latha M. and Malmurugan N.

Abstract—We propose a novel approach using Inference System for classification in EEG based Brain Computer Interfaces. Our FIS algorithm is based on inverse model. Our result shows that FIS classifier reached the same level of accuracy as SVM classifier. FIS is outperformed with MultiLayer Perceptron and Linear classifier. As a result FIS based classification is suitable for Brain Computer Interface design. In addition to FIS algorithm is easily readable.

Index Terms—Brain Computer Interface, Electroencephalogram, Band Power, Artificial Neural Networksand Multi Layer Perceptorn.

Senthilmurugan M., Assistant Professor, Department of Computer Applications, A. V. C College of Engineering, Mayiladuthurai, Mannampandal – 609305, Nagapattinam District, Tamil Nadu, S. India, Ph-+91-9842091911, (email:
Latha M., Senior Lecturer, Department of Electrical and Electronics Engineering, A. V. C Polytechnic College, Mayiladuthurai, Mannampandal –609305, Nagapattinam District, Tamil Nadu, S. India
Dr. Malmurugan N., Director, CARE College of Engineering and Technology, Tamilnadu, India


Cite: Senthilmurugan M., Latha M. and Malmurugan N., "Classification in EEG-Based Brain Computer Interfaces Using Inverse Model," International Journal of Computer Theory and Engineering vol. 3, no. 2, pp. 274-276, 2011.

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