A general model for digitalizing human being's thought: MiMaS

Authors:
Ngo Van Manh;Pham Quoc Vinh;Hoang Anh Viet;Huynh Quyet Thang
Affiliations:
Hanoi University of Technology, Hanoi;Hanoi University of Technology, Hanoi;Hanoi University of Technology, Hanoi;Hanoi University of Technology, Hanoi
Venue:
Proceedings of the 2010 Symposium on Information and Communication Technology
Year:
2010

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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%.