Brain signatures: a modality for biometric authentication

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Bibliographic Details
Main Authors:	Hema, Chengalvarayan Radhakrishnamurthy, Paulraj, Murugesapandian, Kaur, Harkirenjit
Other Authors:	hema@unimap.edu.my
Format:	Working Paper
Language:	English
Published:	Institute of Electrical and Electronics Engineering (IEEE) 2009
Subjects:	Biometrics (Access Control) Electroencephalography Digital signatures Biometric authentication technique Neural network Brain signatures Medical signal processing
Online Access:	http://dspace.unimap.edu.my/xmlui/handle/123456789/7391
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Institution:	Universiti Malaysia Perlis
Language:	English

id	my.unimap-7391
record_format	dspace
spelling	my.unimap-73912009-12-10T03:10:50Z Brain signatures: a modality for biometric authentication Hema, Chengalvarayan Radhakrishnamurthy Paulraj, Murugesapandian Kaur, Harkirenjit hema@unimap.edu.my Biometrics (Access Control) Electroencephalography Digital signatures Biometric authentication technique Neural network Brain signatures Medical signal processing Link to publisher's homepage at http://ieeexplore.ieee.org In this paper we investigate the use of brain signatures as a possible biometric authentication technique. Research on brain EEG signals has shown that individuals exhibit unique brain patterns for similar tasks. In this paper we use brain EEG signals recorded during the performance of three mental tasks to identify six individuals. PSD features using Welch algorithm is extracted from the EEG Beta waves. A feed forward neural classifier is used to identify the six individuals. The performance of the neural network is appreciable with an average accuracy of 94.4 to 97.5%. Results validate the usage of brain signatures as a possible modality for biometric verification. 2009-12-10T03:10:50Z 2009-12-10T03:10:50Z 2008-12-01 Working Paper p.1-4 978-1-4244-2315-6 http://ieeexplore.ieee.org/search/wrapper.jsp?arnumber=4786753 http://hdl.handle.net/123456789/7391 en Proceedings of the International Conference on Electronic Design (ICED 2008) Institute of Electrical and Electronics Engineering (IEEE)
institution	Universiti Malaysia Perlis
building	UniMAP Library
collection	Institutional Repository
continent	Asia
country	Malaysia
content_provider	Universiti Malaysia Perlis
content_source	UniMAP Library Digital Repository
url_provider	http://dspace.unimap.edu.my/
language	English
topic	Biometrics (Access Control) Electroencephalography Digital signatures Biometric authentication technique Neural network Brain signatures Medical signal processing
spellingShingle	Biometrics (Access Control) Electroencephalography Digital signatures Biometric authentication technique Neural network Brain signatures Medical signal processing Hema, Chengalvarayan Radhakrishnamurthy Paulraj, Murugesapandian Kaur, Harkirenjit Brain signatures: a modality for biometric authentication
description	Link to publisher's homepage at http://ieeexplore.ieee.org
author2	hema@unimap.edu.my
author_facet	hema@unimap.edu.my Hema, Chengalvarayan Radhakrishnamurthy Paulraj, Murugesapandian Kaur, Harkirenjit
format	Working Paper
author	Hema, Chengalvarayan Radhakrishnamurthy Paulraj, Murugesapandian Kaur, Harkirenjit
author_sort	Hema, Chengalvarayan Radhakrishnamurthy
title	Brain signatures: a modality for biometric authentication
title_short	Brain signatures: a modality for biometric authentication
title_full	Brain signatures: a modality for biometric authentication
title_fullStr	Brain signatures: a modality for biometric authentication
title_full_unstemmed	Brain signatures: a modality for biometric authentication
title_sort	brain signatures: a modality for biometric authentication
publisher	Institute of Electrical and Electronics Engineering (IEEE)
publishDate	2009
url	http://dspace.unimap.edu.my/xmlui/handle/123456789/7391
_version_	1643788801741422592

Brain signatures: a modality for biometric authentication

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