<resource xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://datacite.org/schema/kernel-4" xsi:schemaLocation="http://datacite.org/schema/kernel-4 http://schema.datacite.org/meta/kernel-4.1/metadata.xsd"><identifier identifierType="DOI">10.26165/JUELICH-DATA/T1PKNZ</identifier><creators><creator><creatorName nameType="Personal">Rosjat, Nils</creatorName><givenName>Nils</givenName><familyName>Rosjat</familyName><nameIdentifier nameIdentifierScheme="ORCID">0000-0002-1977-4642</nameIdentifier><affiliation>Forschungszentrum Jülich</affiliation></creator><creator><creatorName nameType="Personal">Wang, Bin A.</creatorName><givenName>Bin A.</givenName><familyName>Wang</familyName><affiliation>Forschungszentrum Jülich</affiliation></creator><creator><creatorName>Liu, Liqing</creatorName><affiliation>Forschungszentrum Jülich</affiliation></creator><creator><creatorName nameType="Personal">Fink, Gereon R.</creatorName><givenName>Gereon R.</givenName><familyName>Fink</familyName><affiliation>Forschungszentrum Jülich</affiliation></creator><creator><creatorName nameType="Personal">Daun, Silvia</creatorName><givenName>Silvia</givenName><familyName>Daun</familyName><affiliation>Forschungszentrum Jülich</affiliation></creator></creators><titles><title>Data for: Stimulus transformation into motor action: dynamic graph analysis reveals a posterior-to-anterior shift in brain network communication of older subjects</title></titles><publisher>Jülich DATA</publisher><publicationYear>2020</publicationYear><subjects><subject>Medicine, Health and Life Sciences</subject><subject>EEG</subject><subject>Aging</subject><subject>Externally triggerede movements</subject><subject>Aging research</subject></subjects><contributors><contributor contributorType="ContactPerson"><contributorName nameType="Personal">Rosjat, Nils</contributorName><givenName>Nils</givenName><familyName>Rosjat</familyName><affiliation>Forschungszentrum Jülich</affiliation></contributor><contributor contributorType="DataManager"><contributorName nameType="Personal">Rosjat, Nils</contributorName><givenName>Nils</givenName><familyName>Rosjat</familyName></contributor></contributors><dates><date dateType="Submitted">2020-09-10</date><date dateType="Updated">2022-03-16</date></dates><resourceType resourceTypeGeneral="Dataset">EEG recordings</resourceType><relatedIdentifiers><relatedIdentifier relationType="IsCitedBy" 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rightsURI="info:eu-repo/semantics/openAccess"/><rights/></rightsList><descriptions><description descriptionType="Abstract">&lt;h1>Data description&lt;/h1>&#xd;
This dataset includes EEG recordings of 18 younger healthy subjects (18-35yrs) and 24 older healthy subjects (60+yrs) while they performed a visually cued finger tapping task. The task includes a visually-cued index finger tapping task and a vision-only control condition. &lt;br>&lt;br>&#xd;
&#xd;
&lt;h1>Preprocessing:&lt;/h1>&#xd;
The data is preprocessed in the following manner:&#xd;
The raw data were first bandpass filtered from 0.5 to 48 Hz to increase&#xd;
the signal-to-noise ratio and to avoid a potential of 50 Hz as an electric&#xd;
current artifact and then downsampled from 2500 Hz to 200 Hz. Next,&#xd;
the continuous raw EEG data were visually inspected for paroxysmal and&#xd;
muscular artifacts not related to eye blinks. Noisy portions of the signal&#xd;
were excluded from further analysis. All trials in the Visually-cued condition&#xd;
with incorrect responses were excluded, as well as trials with&#xd;
response times (RT) greater than 1s. The data is epoched (-1.5 to 2.5 s) centered around stimulus onset.  After segmenting the continuous EEG data, the obtained epochs were corrected for artifacts. First, epochs were rejected if the amplitude over&#xd;
the entire epoch was larger than 100 μV or showed an abnormal drift that&#xd;
exceeded 75 μV. Next, a semi-automated procedure based on independent&#xd;
component analysis (ICA) was used to identify epochs contaminated&#xd;
by artifacts such as blinks, eye movements, muscle activity, and infrequent&#xd;
single-channel noise. The independent component decomposition&#xd;
was performed using the Infomax ICA algorithm implemented in&#xd;
EEGLAB. The ADJUST algorithm (Mognon et al., 2011) was then used to&#xd;
identify and reject components containing blink/oculomotor or other&#xd;
artifacts that were distinguishable from the rest of the brain activity.&#xd;
Noisy channels were detected automatically by EEGLAB and interpolated&#xd;
using spherical spline interpolation. Finally, the artifact-free trials were&#xd;
average-referenced and baseline-corrected.</description><description descriptionType="TechnicalInfo">MATLAB, R2018b</description></descriptions><geoLocations><geoLocation><geoLocationPlace>Forschungszentrum Jülich</geoLocationPlace></geoLocation></geoLocations></resource>