Weighted Blind Source Separation Can Decompose the Frequency Mismatch Response by Deviant Concatenation: An MEG Study.
T/k (fractional) type of decorrelation method
blind source separation (BSS)
deviant concatenation
independent component analysis (ICA)
magnetoencephalography (MEG)
mismatch response (MMR)
time-delayed correlation
weighted blind source separation
Journal
Frontiers in neurology
ISSN: 1664-2295
Titre abrégé: Front Neurol
Pays: Switzerland
ID NLM: 101546899
Informations de publication
Date de publication:
2022
2022
Historique:
received:
22
08
2021
accepted:
25
01
2022
entrez:
14
3
2022
pubmed:
15
3
2022
medline:
15
3
2022
Statut:
epublish
Résumé
The mismatch response (MMR) is thought to be a neurophysiological measure of novel auditory detection that could serve as a translational biomarker of various neurological diseases. When recorded with electroencephalography (EEG) or magnetoencephalography (MEG), the MMR is traditionally extracted by subtracting the event-related potential/field (ERP/ERF) elicited in response to "deviant" sounds that occur randomly within a train of repetitive "standard" sounds. However, there are several problems with such a subtraction, which include increased noise and the neural adaptation problem. On the basis of the original theory underlying MMR (i.e., the memory-comparison process), the MMR should be present only in deviant epochs. Therefore, we proposed a novel method called weighted-
Identifiants
pubmed: 35280282
doi: 10.3389/fneur.2022.762497
pmc: PMC8916481
doi:
Types de publication
Journal Article
Langues
eng
Pagination
762497Subventions
Organisme : NIDCD NIH HHS
ID : R01 DC016765
Pays : United States
Organisme : NIDCD NIH HHS
ID : R01 DC016915
Pays : United States
Organisme : NIDCD NIH HHS
ID : R01 DC017991
Pays : United States
Informations de copyright
Copyright © 2022 Matsubara, Stufflebeam, Khan, Ahveninen, Hämäläinen, Goto, Maekawa, Tobimatsu and Kishida.
Déclaration de conflit d'intérêts
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
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