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Emotion-Antecedent Appraisal Checks: EEG and EMG datasets for Novelty and Pleasantness

van Peer, Jacobien M.; Coutinho , Eduardo; Grandjean, Didier; Scherer, Klaus R.


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  <identifier identifierType="DOI">10.5281/zenodo.197404</identifier>
  <creators>
    <creator>
      <creatorName>van Peer, Jacobien M.</creatorName>
      <givenName>Jacobien M.</givenName>
      <familyName>van Peer</familyName>
      <affiliation>Behavioural Science Institute, Radboud University, The Netherlands</affiliation>
    </creator>
    <creator>
      <creatorName>Coutinho , Eduardo</creatorName>
      <givenName>Eduardo</givenName>
      <familyName>Coutinho</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-5234-1497</nameIdentifier>
      <affiliation>Department of Music,University of Liverpool , UK and Department of Computing, Imperial College London, UK</affiliation>
    </creator>
    <creator>
      <creatorName>Grandjean, Didier</creatorName>
      <givenName>Didier</givenName>
      <familyName>Grandjean</familyName>
      <affiliation>Swiss Center for Affective Sciences, University of Geneva, Switzerland</affiliation>
    </creator>
    <creator>
      <creatorName>Scherer, Klaus R.</creatorName>
      <givenName>Klaus R.</givenName>
      <familyName>Scherer</familyName>
      <affiliation>Swiss Center for Affective Sciences, University of Geneva, Switzerland</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Emotion-Antecedent Appraisal Checks: EEG and EMG datasets for Novelty and Pleasantness</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2017</publicationYear>
  <subjects>
    <subject>Appraisal, EEG, EMG, Novelty, Pleasantness, Machine Learning, Classification</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2017-12-02</date>
  </dates>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/197404</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.602109</relatedIdentifier>
  </relatedIdentifiers>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;The Electroencaphalography (EEG) and facial Electromyography (EMG) signals included in this data set were collected&amp;nbsp;in the context of a previous study conducted by van Peer, Grandjean&amp;nbsp;and Scherer (2014).&amp;nbsp;That study addressed three fundamental questions regarding&amp;nbsp;the mechanisms underlying the appraisal process:&amp;nbsp;Whether appraisal criteria are processed (a) in a&amp;nbsp;fixed sequence, (b) independent of each other, and&amp;nbsp;(c) by different neural structures or circuits. In&amp;nbsp;that study, an oddball paradigm with affective pictures&amp;nbsp;was used to experimentally manipulate novelty&amp;nbsp;and intrinsic pleasantness appraisals. EEG was&amp;nbsp;recorded during task performance, together with&amp;nbsp;facial EMG, to measure, respectively, cognitive processing&amp;nbsp;and efferent responses stemming from the&amp;nbsp;appraisal manipulations.&amp;nbsp;The&amp;nbsp;data set made here publicly available contains the exact same data used by Coutinho,&amp;nbsp;Gentsch,&amp;nbsp;van Peer,&amp;nbsp;Scherer and Schuller (to appear). The only difference in relation to the original data is that the some of the pre-processing steps (i.e., the&amp;nbsp;processing of the raw data) were changed in order to improve the detection of artifacts. The full details of the original study, data collected, pre-processing steps and final data set are included in&amp;nbsp;the paper distributed with the data (study1_dataset.pdf).&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;References&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Coutinho E,&amp;nbsp;Gentsch k,&amp;nbsp;van Peer JM,&amp;nbsp;Scherer KR &amp;amp; Schuller BW (to appear).&amp;nbsp;Evidence of Emotion-Antecedent Appraisal Checks in Electroencephalography and Facial Electromyography. &lt;em&gt;PloS One&lt;/em&gt;.&lt;/p&gt;

&lt;p&gt;van Peer JM, Grandjean D, Scherer KR (2014). Sequential unfolding of appraisals: EEG evidence for the interaction of novelty and pleasantness. &lt;em&gt;Emotion,&amp;nbsp;&lt;/em&gt;14(1), 51-63.&lt;/p&gt;</description>
    <description descriptionType="Other">{"references": ["van Peer JM, Grandjean D, Scherer KR. Sequential unfolding of appraisals: EEG evidence for the interaction of novelty and pleasantness. Emotion. 2014;14(1):51.", "Coutinho,\u00a0Gentsch,\u00a0van Peer,\u00a0Scherer &amp; Schuller (to appear).\u00a0Evidence of Emotion-Antecedent Appraisal Checks in Electroencephalography and Facial Electromyography. PloS One."]}</description>
  </descriptions>
  <fundingReferences>
    <fundingReference>
      <funderName>European Commission</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">10.13039/501100000780</funderIdentifier>
      <awardNumber awardURI="info:eu-repo/grantAgreement/EC/FP7/230331/">230331</awardNumber>
      <awardTitle>Production and perception of emotion: An affective sciences approach</awardTitle>
    </fundingReference>
  </fundingReferences>
</resource>
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