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Research Article

Decoding Semi-Constrained Brain Activity from fMRI Using Support Vector Machines and Gaussian Processes

  • Jessica Schrouff equal contributor mail,

    equal contributor Contributed equally to this work with: Jessica Schrouff, Caroline Kussé

    jschrouff@doct.ulg.ac.be

    Affiliations: Cyclotron Research Centre, University of Liège, Liège, Belgium, Department of Electrical Engineering and Computer Science, University of Liège, Liège, Belgium

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  • Caroline Kussé equal contributor,

    equal contributor Contributed equally to this work with: Jessica Schrouff, Caroline Kussé

    Affiliation: Cyclotron Research Centre, University of Liège, Liège, Belgium

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  • Louis Wehenkel,

    Affiliations: Department of Electrical Engineering and Computer Science, University of Liège, Liège, Belgium, Giga-R, Systems Biology and Chemical Biology, University of Liège, Liège, Belgium

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  • Pierre Maquet,

    Affiliations: Cyclotron Research Centre, University of Liège, Liège, Belgium, Department of Neurology, Liège University Hospital, Liège, Belgium

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  • Christophe Phillips

    Affiliations: Cyclotron Research Centre, University of Liège, Liège, Belgium, Department of Electrical Engineering and Computer Science, University of Liège, Liège, Belgium

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  • Published: April 26, 2012
  • DOI: 10.1371/journal.pone.0035860

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