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Tai Nguyen So - Vietnam National University, Ha Noi - VNU >
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Please use this identifier to cite or link to this item:
http://tainguyenso.vnu.edu.vn/jspui/handle/123456789/12922
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| Title: | A general model for digitalizing human being's thought: MiMaS |
| Authors: | Manh N.V.
Vinh P.Q.
Viet H.A.
Thang H.Q. |
| Keywords: | expectation - maximization
Gaussian mixture model classifier
independent component analysis
moving average |
| Issue Date: | 2010 |
| Publisher: | ACM International Conference Proceeding Series |
| Citation: | Volume , Issue , Page 16-22 |
| Abstract: | A General Model For Digitalizing Human Being's Thought MIMAS proposes a general model including both hardware and software to determine and recognize some states of thinking of human. The hardware is a device that receives, pre-processes, and digitalizes brain wave signals which are then sent to the software to be processed. The software using some algorithms Independent Component Analysis, Expectation Maximization, and Gaussian mixture model classifier to process data, extract features, total up data and storage digitalized thinking of human. Our model has been experimented with over 50 persons and our accuracy is 87%. © 2010 ACM. |
| URI: | http://tainguyenso.vnu.edu.vn/jspui/handle/123456789/12922 |
| ISSN: | |
| Appears in Collections: | New - Articles of Universities of Vietnam from Scopus
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