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Development of intelligent system for classification of multiple human brain states corresponding to different real and imaginary movements
Citation
Pisarchik, Alexander N., Runnova, Anastasiya E. and Hramov, Alexander (2017). Development of intelligent system for classification of multiple human brain states corresponding to different real and imaginary movements. "Cybernetics and Physics", v. 6 (n. 6); pp. 103-107. ISSN 2226-4116.
Description
| Title: | Development of intelligent system for classification of multiple human brain states corresponding to different real and imaginary movements |
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| Author/s: |
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| Item Type: | Article |
| Título de Revista/Publicación: | Cybernetics and Physics |
| Date: | 2017 |
| ISSN: | 2226-4116 |
| Volume: | 6 |
| Subjects: | |
| Faculty: | Centro de Tecnología Biomédica (CTB) (UPM) |
| Department: | Otro |
| Creative Commons Licenses: | Recognition - No derivative works - Non commercial |
Abstract
In this paper we considered the technique for classification of different types of electroencephalogram activity corresponded to different types of real and imaginary movement. We developed experimental design and performed series of experiments on volunteers for real and imaginary movements of hands and legs. We proposed a system based on artificial neural networks for classification of multiple human brain states corresponding to different real and imaginary movements. We provided testing and found optimal for this task size of input signal and structure of artificial neural network.
More information
| Item ID: | 50558 |
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| DC Identifier: | https://oa.upm.es/50558/ |
| OAI Identifier: | oai:oa.upm.es:50558 |
| Official URL: | http://lib.physcon.ru/doc?id=7b69a1475a67 |
| Deposited by: | Memoria Investigacion |
| Deposited on: | 02 Dec 2022 11:46 |
| Last Modified: | 02 Dec 2022 11:46 |
