Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music Melodies

Brain oscillations and connectivity have emerged as promising measures of evaluating memory processes, including encoding, maintenance, and retrieval, as well as the related executive function. Although many studies have addressed the neural mechanisms underlying working memory, most of these studie...

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Main Authors: Yi-Li Tseng, Hong-Hsiang Liu, Michelle Liou, Arthur C. Tsai, Vincent S. C. Chien, Shuoh-Tyng Shyu, Zhi-Shun Yang
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-05-01
Series:Frontiers in Human Neuroscience
Subjects:
EEG
Online Access:https://www.frontiersin.org/article/10.3389/fnhum.2019.00150/full
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spelling doaj-433b3b245c624d309bdf9aa9525545092020-11-25T03:30:28ZengFrontiers Media S.A.Frontiers in Human Neuroscience1662-51612019-05-011310.3389/fnhum.2019.00150422407Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music MelodiesYi-Li Tseng0Yi-Li Tseng1Hong-Hsiang Liu2Michelle Liou3Arthur C. Tsai4Vincent S. C. Chien5Vincent S. C. Chien6Shuoh-Tyng Shyu7Zhi-Shun Yang8Department of Electrical Engineering, Fu Jen Catholic University, New Taipei City, TaiwanInstitute of Statistical Science, Academia Sinica, Taipei, TaiwanDepartment of Psychology, National Taiwan University, Taipei, TaiwanInstitute of Statistical Science, Academia Sinica, Taipei, TaiwanInstitute of Statistical Science, Academia Sinica, Taipei, TaiwanInstitute of Statistical Science, Academia Sinica, Taipei, TaiwanMax Planck Institute for Human Cognitive and Brain Sciences, Leipzig, GermanyDepartment of Electrical Engineering, Fu Jen Catholic University, New Taipei City, TaiwanDepartment of Electrical Engineering, Fu Jen Catholic University, New Taipei City, TaiwanBrain oscillations and connectivity have emerged as promising measures of evaluating memory processes, including encoding, maintenance, and retrieval, as well as the related executive function. Although many studies have addressed the neural mechanisms underlying working memory, most of these studies have focused on the visual modality. Neurodynamics and functional connectivity related to auditory working memory are yet to be established. In this study, we explored the dynamic of high density (128-channel) electroencephalography (EEG) in a musical delayed match-to-sample task (DMST), in which 36 participants were recruited and were instructed to recognize and distinguish the target melodies from similar distractors. Event-related spectral perturbations (ERSPs), event-related phase-amplitude couplings (ERPACs), and phase-locking values (PLVs) were used to determine the corresponding brain oscillations and connectivity. First, we observed that low-frequency oscillations in the frontal, temporal, and parietal regions were increased during the processing of both target and distracting melodies. Second, the cross-frequency coupling between low-frequency phases and high-frequency amplitudes was elevated in the frontal and parietal regions when the participants were distinguishing between the target from distractor, suggesting that the phase-amplitude coupling could be an indicator of neural mechanisms underlying memory retrieval. Finally, phase-locking, an index evaluating brain functional connectivity, revealed that there was fronto-temporal phase-locking in the theta band and fronto-parietal phase-locking in the alpha band during the recognition of the two stimuli. These findings suggest the existence of functional connectivity and the phase-amplitude coupling in the neocortex during musical memory retrieval, and provide a highly resolved timeline to evaluate brain dynamics. Furthermore, the inter-regional phase-locking and phase-amplitude coupling among the frontal, temporal and parietal regions occurred at the very beginning of musical memory retrieval, which might reflect the precise timing when cognitive resources were involved in the retrieval of targets and the rejection of similar distractors. To the best of our knowledge, this is the first EEG study employing a naturalistic task to study auditory memory processes and functional connectivity during memory retrieval, results of which can shed light on the use of natural stimuli in studies that are closer to the real-life applications of cognitive evaluations, mental treatments, and brain-computer interface.https://www.frontiersin.org/article/10.3389/fnhum.2019.00150/fullEEGmusical delayed match-to-samplephase-locking valueevent-related phase-amplitude couplingmemory retrieval
collection DOAJ
language English
format Article
sources DOAJ
author Yi-Li Tseng
Yi-Li Tseng
Hong-Hsiang Liu
Michelle Liou
Arthur C. Tsai
Vincent S. C. Chien
Vincent S. C. Chien
Shuoh-Tyng Shyu
Zhi-Shun Yang
spellingShingle Yi-Li Tseng
Yi-Li Tseng
Hong-Hsiang Liu
Michelle Liou
Arthur C. Tsai
Vincent S. C. Chien
Vincent S. C. Chien
Shuoh-Tyng Shyu
Zhi-Shun Yang
Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music Melodies
Frontiers in Human Neuroscience
EEG
musical delayed match-to-sample
phase-locking value
event-related phase-amplitude coupling
memory retrieval
author_facet Yi-Li Tseng
Yi-Li Tseng
Hong-Hsiang Liu
Michelle Liou
Arthur C. Tsai
Vincent S. C. Chien
Vincent S. C. Chien
Shuoh-Tyng Shyu
Zhi-Shun Yang
author_sort Yi-Li Tseng
title Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music Melodies
title_short Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music Melodies
title_full Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music Melodies
title_fullStr Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music Melodies
title_full_unstemmed Lingering Sound: Event-Related Phase-Amplitude Coupling and Phase-Locking in Fronto-Temporo-Parietal Functional Networks During Memory Retrieval of Music Melodies
title_sort lingering sound: event-related phase-amplitude coupling and phase-locking in fronto-temporo-parietal functional networks during memory retrieval of music melodies
publisher Frontiers Media S.A.
series Frontiers in Human Neuroscience
issn 1662-5161
publishDate 2019-05-01
description Brain oscillations and connectivity have emerged as promising measures of evaluating memory processes, including encoding, maintenance, and retrieval, as well as the related executive function. Although many studies have addressed the neural mechanisms underlying working memory, most of these studies have focused on the visual modality. Neurodynamics and functional connectivity related to auditory working memory are yet to be established. In this study, we explored the dynamic of high density (128-channel) electroencephalography (EEG) in a musical delayed match-to-sample task (DMST), in which 36 participants were recruited and were instructed to recognize and distinguish the target melodies from similar distractors. Event-related spectral perturbations (ERSPs), event-related phase-amplitude couplings (ERPACs), and phase-locking values (PLVs) were used to determine the corresponding brain oscillations and connectivity. First, we observed that low-frequency oscillations in the frontal, temporal, and parietal regions were increased during the processing of both target and distracting melodies. Second, the cross-frequency coupling between low-frequency phases and high-frequency amplitudes was elevated in the frontal and parietal regions when the participants were distinguishing between the target from distractor, suggesting that the phase-amplitude coupling could be an indicator of neural mechanisms underlying memory retrieval. Finally, phase-locking, an index evaluating brain functional connectivity, revealed that there was fronto-temporal phase-locking in the theta band and fronto-parietal phase-locking in the alpha band during the recognition of the two stimuli. These findings suggest the existence of functional connectivity and the phase-amplitude coupling in the neocortex during musical memory retrieval, and provide a highly resolved timeline to evaluate brain dynamics. Furthermore, the inter-regional phase-locking and phase-amplitude coupling among the frontal, temporal and parietal regions occurred at the very beginning of musical memory retrieval, which might reflect the precise timing when cognitive resources were involved in the retrieval of targets and the rejection of similar distractors. To the best of our knowledge, this is the first EEG study employing a naturalistic task to study auditory memory processes and functional connectivity during memory retrieval, results of which can shed light on the use of natural stimuli in studies that are closer to the real-life applications of cognitive evaluations, mental treatments, and brain-computer interface.
topic EEG
musical delayed match-to-sample
phase-locking value
event-related phase-amplitude coupling
memory retrieval
url https://www.frontiersin.org/article/10.3389/fnhum.2019.00150/full
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