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A new method to identify individuals using signals from the brain

Palaniappan, Ramaswamy, Ravi, K.V.R. (2003) A new method to identify individuals using signals from the brain. In: Proceedings of the Joint Fourth International Conference on Information, Communications and Signal Processing, and the Fourth Pacific Rim Conference on Multimedia. 3. pp. 1442-1445. IEEE ISBN 978-0-7803-8185-8. (doi:10.1109/ICICS.2003.1292704) (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)

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/ICICS.2003.1292704

Abstract

A new method to identify individuals using signals from the brain is proposed In the method, brain signals specifically known as Visual Evoked Potential (VEP) signals are recorded from 61 electrodes located on the scalp while the individuals see a picture. Next, spectral features are computed and classified by a Simplified Fuzzy ARTMAP (SFA) neural network (NN). The spectral features consist of power in gamma band (30-50 Hz). The experimental results using 800 VEP signals from 20 subjects show give average classification of 94.18%. This pilot investigation shows that the proposed method of identifying individuals using their brain signals is worth further study.

Item Type: Conference or workshop item (Proceeding)
DOI/Identification number: 10.1109/ICICS.2003.1292704
Additional information: Unmapped bibliographic data: C7 - 1292704 [EPrints field already has value set] LA - English [Field not mapped to EPrints] J2 - ICICS-PCM - Proc. Jt. Conf. Int. Conf. Inf., Commun. Signal Process. Pac.-Rim Conf. Multimed. [Field not mapped to EPrints] AD - Faculty of Information Science and Technology, Multimedia University, Melaka, 75450, Malaysia [Field not mapped to EPrints] DB - Scopus [Field not mapped to EPrints] M3 - Conference Paper [Field not mapped to EPrints] A4 - Microsoft Research Asia; Nanyang Technological University, School of Electrical and Electronic Engineering; Singapore Exhibition and Convention Bureau [Field not mapped to EPrints] C3 - ICICS-PCM 2003 - Proceedings of the 2003 Joint Conference of the 4th International Conference on Information, Communications and Signal Processing and 4th Pacific-Rim Conference on Multimedia [Field not mapped to EPrints]
Uncontrolled keywords: Multimedia signal processing, Brain signals, Gamma band, Neural network (nn), Simplified fuzzy artmap, Spectral feature, Visual evoked potential, Signal processing
Divisions: Faculties > Sciences > School of Computing
Faculties > Sciences > School of Computing > Data Science
Depositing User: Palaniappan Ramaswamy
Date Deposited: 15 Dec 2018 20:53 UTC
Last Modified: 30 May 2019 08:29 UTC
Resource URI: https://kar.kent.ac.uk/id/eprint/70757 (The current URI for this page, for reference purposes)
Palaniappan, Ramaswamy: https://orcid.org/0000-0001-5296-8396
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