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COCOHA Matlab Toolbox

Wong, Daniel D.E.; Hjortkjær, Jens; Ceolini, Enea; Cheveigné, Alain de


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  <identifier identifierType="DOI">10.5281/zenodo.1198430</identifier>
  <creators>
    <creator>
      <creatorName>Wong, Daniel D.E.</creatorName>
      <givenName>Daniel D.E.</givenName>
      <familyName>Wong</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-7781-1149</nameIdentifier>
      <affiliation>Laboratoire des Systèmes Perceptifs, UMR 8248, CNRS, Paris, France</affiliation>
    </creator>
    <creator>
      <creatorName>Hjortkjær, Jens</creatorName>
      <givenName>Jens</givenName>
      <familyName>Hjortkjær</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-3724-3332</nameIdentifier>
      <affiliation>Department of Electrical Engineering, Danmarks Tekniske Universitet, Lyngby, Denmark</affiliation>
    </creator>
    <creator>
      <creatorName>Ceolini, Enea</creatorName>
      <givenName>Enea</givenName>
      <familyName>Ceolini</familyName>
      <affiliation>Institute of Neuroinformatics, University of Zürich, Zürich, Switzerland</affiliation>
    </creator>
    <creator>
      <creatorName>Cheveigné, Alain de</creatorName>
      <givenName>Alain de</givenName>
      <familyName>Cheveigné</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-7305-1891</nameIdentifier>
      <affiliation>Laboratoire des Systèmes Perceptifs, UMR 8248, CNRS, Paris, France</affiliation>
    </creator>
  </creators>
  <titles>
    <title>COCOHA Matlab Toolbox</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2018</publicationYear>
  <subjects>
    <subject>EEG, electroencephalography, auditory attention, decoding</subject>
  </subjects>
  <dates>
    <date dateType="Issued">2018-03-14</date>
  </dates>
  <resourceType resourceTypeGeneral="Software"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/1198430</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsSupplementTo">https://cocoha.org/the-cocoha-matlab-toolbox/</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.1198429</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://zenodo.org/communities/cocoha</relatedIdentifier>
  </relatedIdentifiers>
  <version>0.5.0</version>
  <rightsList>
    <rights rightsURI="http://www.opensource.org/licenses/GPL-3.0">GNU General Public License v3.0 only</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;The COCOHA Matlab Toolbox is a coding framework internally shared within the &lt;a href="https://cocoha.org/"&gt;COCOHA&lt;/a&gt; project.&amp;nbsp;It was written to standardize MATLAB data storage and decoding analysis for the project.&amp;nbsp;The&amp;nbsp;&lt;a href="https://gitlab.com/cocoha/cocoha-matlab-toolbox/blob/master/README"&gt;data structure&lt;/a&gt;&amp;nbsp;is based loosely on FieldTrip&amp;rsquo;s, but allows for the storage of multiple data&amp;nbsp;sources (e.g. audio/EEG) and provides flexibility in defining dimensions (e.g. channel, time, frequency, rate, scale, etc). Moreover, function calls that modify the contents of the data structure will append their user-defined parameters to the data.cfg cell array. This allows for&amp;nbsp;traceability of results.&lt;/p&gt;

&lt;p&gt;The functions in the toolbox allow for external functions to operate on the data structure in a robust and standardized way.&lt;/p&gt;

&lt;p&gt;The MATLAB components are designed for offline prototyping of decoding strategies. On the other&amp;nbsp;hand, realtime processing is primarily implemented with OpenViBE Python scripts. OpenViBE is used as&amp;nbsp;it provides drift correction, and its support for object-oriented programming allows better&amp;nbsp;modularity.&lt;/p&gt;

&lt;p&gt;The toolbox&amp;nbsp;is not designed to replace FieldTrip for more traditional M/EEG analyses, but rather as a means to supplement such analyses with a&amp;nbsp;support for decoding models. As such FieldTrip import capability is provided (and export capability is still pending).&lt;/p&gt;</description>
  </descriptions>
  <fundingReferences>
    <fundingReference>
      <funderName>European Commission</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">10.13039/501100000780</funderIdentifier>
      <awardNumber awardURI="info:eu-repo/grantAgreement/EC/H2020/644732/">644732</awardNumber>
      <awardTitle>Cognitive Control of a Hearing Aid</awardTitle>
    </fundingReference>
  </fundingReferences>
</resource>
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