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Recognising individuals using their brain patterns

Ravi, K.V.R., Palaniappan, Ramaswamy (2005) Recognising individuals using their brain patterns. In: Third International Conference on Information Technology and Applications (ICITA'05). II. pp. 520-523. IEEE ISBN 978-0-7695-2316-3. (doi:10.1109/ICITA.2005.234) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:70743)

The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided. (Contact us about this Publication)
Official URL
http://dx.doi.org/10.1109/ICITA.2005.234

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: Conference or workshop item (Proceeding)
DOI/Identification number: 10.1109/ICITA.2005.234
Additional information: Unmapped bibliographic data: C7 - 1489015 [EPrints field already has value set] LA - English [Field not mapped to EPrints] J2 - Proc. Int. Conf. Info. Technol. Applic. [Field not mapped to EPrints] AD - Faculty of Information Science and Technology, Multimedia University, Melaka, Malaysia [Field not mapped to EPrints] AD - Dept. of Computer Science, University of Essex, Colchester, United Kingdom [Field not mapped to EPrints] DB - Scopus [Field not mapped to EPrints] M3 - Conference Paper [Field not mapped to EPrints] A4 - IEEE NSW Section; UT, Faculty of Info. Technol., Sydney, Australia; UT, Inst. for Info. and Commun. Technol., Sydney, Australia [Field not mapped to EPrints] C3 - Proceedings - 3rd International Conference on Information Technology and Applications, ICITA 2005 [Field not mapped to EPrints]
Uncontrolled keywords: Backpropagation, Brain, Classification (of information), Feature extraction, Neural networks, Object recognition, Brain patterns, Brain signals, Elman backpropagation, Pattern matching
Divisions: Faculties > Sciences > School of Computing
Faculties > Sciences > School of Computing > Data Science
Depositing User: Palaniappan Ramaswamy
Date Deposited: 15 Dec 2018 19:05 UTC
Last Modified: 30 May 2019 08:29 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/70743 (The current URI for this page, for reference purposes)
Palaniappan, Ramaswamy: https://orcid.org/0000-0001-5296-8396
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