Recognising individuals using their brain patterns

Ravi,, FVR and Palaniappan, R (2005) Recognising individuals using their brain patterns. Third International Conference on Information Technology and Applications, Vol 2, Proceedings. pp. 520-523.

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Abstract

In this paper, a novel method to recognise persons using their brain patterns is proposed. These brain patterns are obtained when the individuals perceive a picture. High frequency brain energy is used as features that are classified by Elman backpropagation neural network. The experimental results using 1600 brain signals from 40 individuals give average classification rate of 96.63%. This pilot investigation shows that the proposed method of recognising persons using their brain signals is worth further study.

Item Type: Article
Subjects: Q Science > QA Mathematics > QA75.5-76.95 Electronic computers. Computer science
Divisions: Faculty of Information Science and Technology (FIST)
Depositing User: Ms Rosnani Abd Wahab
Date Deposited: 22 Aug 2011 03:12
Last Modified: 22 Aug 2011 03:12
URI: http://shdl.mmu.edu.my/id/eprint/2392

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