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EURASIP Journal on Advances in Signal Processing
Article . 2006 . Peer-reviewed
Data sources: Crossref
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DBLP
Article . 2007
Data sources: DBLP
Surrey Research Insight
Other literature type . 2007
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Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation

Authors: Loukianos Spyrou; Min Jing; Saeid Sanei; Alex Sumich;

Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation

Abstract

Separation and localisation of P300 sources and their constituent subcomponents for both visual and audio stimulations is investigated in this paper. An effective constrained blind source separation (CBSS) algorithm is developed for this purpose. The algorithm is an extension of the Infomax BSS system for which a measure of distance between a carefully measured P300 and the estimated sources is used as a constraint. During separation, the proposed CBSS method attempts to extract the corresponding P300 signals. The locations of the corresponding sources are then estimated with some indeterminancy in the results. It can be seen that the locations of the sources change for a schizophrenic patient. The experimental results verify the statistical significance of the method and its potential application in the diagnosis and monitoring of schizophrenia.

Country
United Kingdom
Keywords

Technology, Science & Technology, MEG, TK7800-8360, ABNORMALITIES, COMPONENTS, ENGINEERING, TK5101-6720, SIBLINGS, Engineering, SCHIZOPHRENIA, Telecommunication, Electrical & Electronic, EEG, ELECTRICAL & ELECTRONIC, NOVELTY, Electronics

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    5
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Average
Average
Average
gold