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Brain signatures: a modality for biometric authentication

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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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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
score 13.222552

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