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DC Field | Value | Language |
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dc.contributor.author | Camilleri, Kenneth P. | |
dc.contributor.author | Falzon, Owen | |
dc.contributor.author | Camilleri, Tracey A. | |
dc.contributor.author | Fabri, Simon G. | |
dc.date.accessioned | 2017-11-23T11:20:26Z | |
dc.date.available | 2017-11-23T11:20:26Z | |
dc.date.issued | 2014 | |
dc.identifier.citation | Camilleri, K. P., Falzon, O., Camilleri, T., & Fabri, S. G.(2014). Phase variants of the common spatial patterns method. Modern Electroencephalographic Assessment Techniques, 71, 249-265. | en_GB |
dc.identifier.uri | https://www.um.edu.mt/library/oar//handle/123456789/24137 | |
dc.description.abstract | Numerous studies on EEG data indicate that various brain processes are characterized by phase relationships between different regions of the brain. The development of analytic techniques that can provide a better detection of these phase relationships can lead to a better understanding of such brain processes. In this chapter two variants of the common spatial patterns (CSP) method which are designed to capture such phase relationships, namely, the “phase synchronization”-based CSP (P-CSP) algorithm and the analytic CSP (ACSP) algorithm, are presented. The P-CSP and ACSP methods are analyzed and tested on real EEG data. The nature of the results of the two methods is then discussed, highlighting the differences between them. | en_GB |
dc.language.iso | en | en_GB |
dc.publisher | Humana Press | en_GB |
dc.rights | info:eu-repo/semantics/restrictedAccess | en_GB |
dc.subject | Electroencephalography | en_GB |
dc.subject | Brain-computer interfaces | en_GB |
dc.title | Phase variants of the common spatial patterns method | en_GB |
dc.type | bookPart | en_GB |
dc.rights.holder | The copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holder. | en_GB |
dc.description.reviewed | peer-reviewed | en_GB |
dc.identifier.doi | 10.1007/7657_2013_66 | |
dc.publication.title | Modern Electroencephalographic Assessment Techniques | en_GB |
Appears in Collections: | Scholarly Works - CenBC Scholarly Works - FacEngSCE |
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RAcamilleri2014.pdf Restricted Access | 436.8 kB | Adobe PDF | View/Open Request a copy |
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