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Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity
Motor imagery is often used inducing changes in electroencephalographic (EEG) signals for imagery-based brain-computer interfacing (BCI). A BCI is a device translating brain signals into control signals providing severely motor-impaired persons with an additional, non-muscular channel for communicat...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209646/ https://www.ncbi.nlm.nih.gov/pubmed/30410454 http://dx.doi.org/10.3389/fpsyg.2018.01976 |
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author | Wriessnegger, Selina C. Brunner, Clemens Müller-Putz, Gernot R. |
author_facet | Wriessnegger, Selina C. Brunner, Clemens Müller-Putz, Gernot R. |
author_sort | Wriessnegger, Selina C. |
collection | PubMed |
description | Motor imagery is often used inducing changes in electroencephalographic (EEG) signals for imagery-based brain-computer interfacing (BCI). A BCI is a device translating brain signals into control signals providing severely motor-impaired persons with an additional, non-muscular channel for communication and control. In the last years, there is increasing interest using BCIs also for healthy people in terms of enhancement or gaming. Most studies focusing on improving signal processing feature extraction and classification methods, but the performance of a BCI can also be improved by optimizing the user’s control strategies, e.g., using more vivid and engaging mental tasks for control. We used multichannel EEG to investigate neural correlates of a sports imagery task (playing tennis) compared to a simple motor imagery task (squeezing a ball). To enhance the vividness of both tasks participants performed a short physical exercise between two imagery sessions. EEG was recorded from 60 closely spaced electrodes placed over frontal, central, and parietal areas of 30 healthy volunteers divided in two groups. Whereas Group 1 (EG) performed a physical exercise between the two imagery sessions, Group 2 (CG) watched a landscape movie without physical activity. Spatiotemporal event-related desynchronization (ERD) and event-related synchronization (ERS) patterns during motor imagery (MI) tasks were evaluated. The results of the EG showed significant stronger ERD patterns in the alpha frequency band (8–13 Hz) during MI of tennis after training. Our results are in evidence with previous findings that MI in combination with motor execution has beneficial effects. We conclude that sports MI combined with an interactive game environment could be a future promising task in motor learning and rehabilitation improving motor functions in late therapy processes or support neuroplasticity. |
format | Online Article Text |
id | pubmed-6209646 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-62096462018-11-08 Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity Wriessnegger, Selina C. Brunner, Clemens Müller-Putz, Gernot R. Front Psychol Psychology Motor imagery is often used inducing changes in electroencephalographic (EEG) signals for imagery-based brain-computer interfacing (BCI). A BCI is a device translating brain signals into control signals providing severely motor-impaired persons with an additional, non-muscular channel for communication and control. In the last years, there is increasing interest using BCIs also for healthy people in terms of enhancement or gaming. Most studies focusing on improving signal processing feature extraction and classification methods, but the performance of a BCI can also be improved by optimizing the user’s control strategies, e.g., using more vivid and engaging mental tasks for control. We used multichannel EEG to investigate neural correlates of a sports imagery task (playing tennis) compared to a simple motor imagery task (squeezing a ball). To enhance the vividness of both tasks participants performed a short physical exercise between two imagery sessions. EEG was recorded from 60 closely spaced electrodes placed over frontal, central, and parietal areas of 30 healthy volunteers divided in two groups. Whereas Group 1 (EG) performed a physical exercise between the two imagery sessions, Group 2 (CG) watched a landscape movie without physical activity. Spatiotemporal event-related desynchronization (ERD) and event-related synchronization (ERS) patterns during motor imagery (MI) tasks were evaluated. The results of the EG showed significant stronger ERD patterns in the alpha frequency band (8–13 Hz) during MI of tennis after training. Our results are in evidence with previous findings that MI in combination with motor execution has beneficial effects. We conclude that sports MI combined with an interactive game environment could be a future promising task in motor learning and rehabilitation improving motor functions in late therapy processes or support neuroplasticity. Frontiers Media S.A. 2018-10-25 /pmc/articles/PMC6209646/ /pubmed/30410454 http://dx.doi.org/10.3389/fpsyg.2018.01976 Text en Copyright © 2018 Wriessnegger, Brunner and Müller-Putz. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Wriessnegger, Selina C. Brunner, Clemens Müller-Putz, Gernot R. Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity |
title | Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity |
title_full | Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity |
title_fullStr | Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity |
title_full_unstemmed | Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity |
title_short | Frequency Specific Cortical Dynamics During Motor Imagery Are Influenced by Prior Physical Activity |
title_sort | frequency specific cortical dynamics during motor imagery are influenced by prior physical activity |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6209646/ https://www.ncbi.nlm.nih.gov/pubmed/30410454 http://dx.doi.org/10.3389/fpsyg.2018.01976 |
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