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EEG dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli
This article presents a collection of electroencephalographic (EEG) data recorded from 14 participants, that includes 7 participants with Intellectual and Developmental Disorder (IDD) and 7 Typically Developing Controls (TDC) under resting-state and under music stimuli. The EEG data were acquired us...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7163311/ https://www.ncbi.nlm.nih.gov/pubmed/32322626 http://dx.doi.org/10.1016/j.dib.2020.105488 |
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author | Sareen, Ekansh Singh, Lakshya Varkey, Blessin Achary, Krishnaveni Gupta, Anubha |
author_facet | Sareen, Ekansh Singh, Lakshya Varkey, Blessin Achary, Krishnaveni Gupta, Anubha |
author_sort | Sareen, Ekansh |
collection | PubMed |
description | This article presents a collection of electroencephalographic (EEG) data recorded from 14 participants, that includes 7 participants with Intellectual and Developmental Disorder (IDD) and 7 Typically Developing Controls (TDC) under resting-state and under music stimuli. The EEG data were acquired using the EMOTIV EPOC+ device that is a 14-channel dry electrode device. The article provides two types of data: (1) Raw EEG data under resting-state and with music stimuli (i.e., task based data) and (2) pre-processed EEG data under resting state and with music stimuli. Alongside this data, we provide a robust and fully automated pre-processing pipeline for EEG data. The pipeline performs filtering, line noise removal, data selection, ICA, and automatic artefact removal. |
format | Online Article Text |
id | pubmed-7163311 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-71633112020-04-22 EEG dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli Sareen, Ekansh Singh, Lakshya Varkey, Blessin Achary, Krishnaveni Gupta, Anubha Data Brief Engineering This article presents a collection of electroencephalographic (EEG) data recorded from 14 participants, that includes 7 participants with Intellectual and Developmental Disorder (IDD) and 7 Typically Developing Controls (TDC) under resting-state and under music stimuli. The EEG data were acquired using the EMOTIV EPOC+ device that is a 14-channel dry electrode device. The article provides two types of data: (1) Raw EEG data under resting-state and with music stimuli (i.e., task based data) and (2) pre-processed EEG data under resting state and with music stimuli. Alongside this data, we provide a robust and fully automated pre-processing pipeline for EEG data. The pipeline performs filtering, line noise removal, data selection, ICA, and automatic artefact removal. Elsevier 2020-04-07 /pmc/articles/PMC7163311/ /pubmed/32322626 http://dx.doi.org/10.1016/j.dib.2020.105488 Text en © 2020 Published by Elsevier Inc. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Engineering Sareen, Ekansh Singh, Lakshya Varkey, Blessin Achary, Krishnaveni Gupta, Anubha EEG dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli |
title | EEG dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli |
title_full | EEG dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli |
title_fullStr | EEG dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli |
title_full_unstemmed | EEG dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli |
title_short | EEG dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli |
title_sort | eeg dataset of individuals with intellectual and developmental disorder and healthy controls under rest and music stimuli |
topic | Engineering |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7163311/ https://www.ncbi.nlm.nih.gov/pubmed/32322626 http://dx.doi.org/10.1016/j.dib.2020.105488 |
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