Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG.

Recent EEG studies have shown that implicit learning involving specific cortical circuits results in an enduring local trace manifested as local changes in spectral power. Here we used a well characterized visual sequence learning task and high density-(hd-)EEG recording to determine whether also de...

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Main Authors: Clara Moisello, Hadj Boumediene Meziane, Simon Kelly, Bernardo Perfetti, Svetlana Kvint, Nicholas Voutsinas, Daniella Blanco, Angelo Quartarone, Giulio Tononi, Maria Felice Ghilardi
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3683043?pdf=render
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spelling doaj-bd806709201b40b890bd20095d2216f72020-11-25T01:55:16ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0186e6588210.1371/journal.pone.0065882Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG.Clara MoiselloHadj Boumediene MezianeSimon KellyBernardo PerfettiSvetlana KvintNicholas VoutsinasDaniella BlancoAngelo QuartaroneGiulio TononiMaria Felice GhilardiRecent EEG studies have shown that implicit learning involving specific cortical circuits results in an enduring local trace manifested as local changes in spectral power. Here we used a well characterized visual sequence learning task and high density-(hd-)EEG recording to determine whether also declarative learning leaves a post-task, local change in the resting state oscillatory activity in the areas involved in the learning process. Thus, we recorded hd-EEG in normal subjects before, during and after the acquisition of the order of a fixed spatial target sequence (VSEQ) and during the presentation of targets in random order (VRAN). We first determined the temporal evolution of spectral changes during VSEQ and compared it to VRAN. We found significant differences in the alpha and theta bands in three main scalp regions, a right occipito-parietal (ROP), an anterior-frontal (AFr), and a right frontal (RFr) area. The changes in frontal theta power during VSEQ were positively correlated with the learning rate. Further, post-learning EEG recordings during resting state revealed a significant increase in alpha power in ROP relative to a pre-learning baseline. We conclude that declarative learning is associated with alpha and theta changes in frontal and posterior regions that occur during the task, and with an increase of alpha power in the occipito-parietal region after the task. These post-task changes may represent a trace of learning and a hallmark of use-dependent plasticity.http://europepmc.org/articles/PMC3683043?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Clara Moisello
Hadj Boumediene Meziane
Simon Kelly
Bernardo Perfetti
Svetlana Kvint
Nicholas Voutsinas
Daniella Blanco
Angelo Quartarone
Giulio Tononi
Maria Felice Ghilardi
spellingShingle Clara Moisello
Hadj Boumediene Meziane
Simon Kelly
Bernardo Perfetti
Svetlana Kvint
Nicholas Voutsinas
Daniella Blanco
Angelo Quartarone
Giulio Tononi
Maria Felice Ghilardi
Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG.
PLoS ONE
author_facet Clara Moisello
Hadj Boumediene Meziane
Simon Kelly
Bernardo Perfetti
Svetlana Kvint
Nicholas Voutsinas
Daniella Blanco
Angelo Quartarone
Giulio Tononi
Maria Felice Ghilardi
author_sort Clara Moisello
title Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG.
title_short Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG.
title_full Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG.
title_fullStr Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG.
title_full_unstemmed Neural activations during visual sequence learning leave a trace in post-training spontaneous EEG.
title_sort neural activations during visual sequence learning leave a trace in post-training spontaneous eeg.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description Recent EEG studies have shown that implicit learning involving specific cortical circuits results in an enduring local trace manifested as local changes in spectral power. Here we used a well characterized visual sequence learning task and high density-(hd-)EEG recording to determine whether also declarative learning leaves a post-task, local change in the resting state oscillatory activity in the areas involved in the learning process. Thus, we recorded hd-EEG in normal subjects before, during and after the acquisition of the order of a fixed spatial target sequence (VSEQ) and during the presentation of targets in random order (VRAN). We first determined the temporal evolution of spectral changes during VSEQ and compared it to VRAN. We found significant differences in the alpha and theta bands in three main scalp regions, a right occipito-parietal (ROP), an anterior-frontal (AFr), and a right frontal (RFr) area. The changes in frontal theta power during VSEQ were positively correlated with the learning rate. Further, post-learning EEG recordings during resting state revealed a significant increase in alpha power in ROP relative to a pre-learning baseline. We conclude that declarative learning is associated with alpha and theta changes in frontal and posterior regions that occur during the task, and with an increase of alpha power in the occipito-parietal region after the task. These post-task changes may represent a trace of learning and a hallmark of use-dependent plasticity.
url http://europepmc.org/articles/PMC3683043?pdf=render
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