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Journal of Neuroscience Methods
Article . 2014 . Peer-reviewed
License: Elsevier TDM
Data sources: Crossref
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A spatial approach of magnitude-squared coherence applied to selective attention detection

Authors: Leonardo Bonato Felix; Fernando de Souza Ranaudo; Aluizio D’affonseca Netto; Antonio Mauricio Ferreira Leite Miranda de Sá;

A spatial approach of magnitude-squared coherence applied to selective attention detection

Abstract

Auditory selective attention is the human ability of actively focusing in a certain sound stimulus while avoiding all other ones. This ability can be used, for example, in behavioral studies and brain-machine interface.In this work we developed an objective method - called Spatial Coherence - to detect the side where a subject is focusing attention to. This method takes into consideration the Magnitude Squared Coherence and the topographic distribution of responses among electroencephalogram electrodes. The individuals were stimulated with amplitude-modulated tones binaurally and were oriented to focus attention to only one of the stimuli.The results indicate a contralateral modulation of ASSR in the attention condition and are in agreement with prior studies. Furthermore, the best combination of electrodes led to a hit rate of 82% for 5.03 commands per minute.Using a similar paradigm, in a recent work, a maximum hit rate of 84.33% was achieved, but with a greater a classification time (20s, i.e. 3 commands per minute).It seems that Spatial Coherence is a useful technique for detecting focus of auditory selective attention.

Keywords

Adult, Male, Brain, Electroencephalography, Signal Processing, Computer-Assisted, Functional Laterality, Young Adult, Acoustic Stimulation, Auditory Perception, Humans, Attention, Electrodes

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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!
6
Average
Average
Average
bronze