Jessica Schrouff

Summary

Country: Belgium

Publications

  1. ncbi Decoding semi-constrained brain activity from FMRI using support vector machines and gaussian processes
    Jessica Schrouff
    Cyclotron Research Centre, University of Liege, Liege, Belgium
    PLoS ONE 7:e35860. 2012
  2. ncbi Brain functional integration decreases during propofol-induced loss of consciousness
    Jessica Schrouff
    Cyclotron Research Centre, University of Liege, Liege, Belgium
    Neuroimage 57:198-205. 2011
  3. ncbi Experience-dependent induction of hypnagogic images during daytime naps: a combined behavioural and EEG study
    Caroline Kussé
    Cyclotron Research Centre, University of Liege, Belgium
    J Sleep Res 21:10-20. 2012
  4. ncbi fMRI artefact rejection and sleep scoring toolbox
    Yves Leclercq
    Cyclotron Research Centre, University of Liege, Belgium
    Comput Intell Neurosci 2011:598206. 2011

Collaborators

Detail Information

Publications4

  1. ncbi Decoding semi-constrained brain activity from FMRI using support vector machines and gaussian processes
    Jessica Schrouff
    Cyclotron Research Centre, University of Liege, Liege, Belgium
    PLoS ONE 7:e35860. 2012
    ..Model accuracies tended to be related to the degree of imbalance between classes and to task performance of the volunteers. We also conclude that the GP technique tends to be more robust than SVM to model unbalanced data sets...
  2. ncbi Brain functional integration decreases during propofol-induced loss of consciousness
    Jessica Schrouff
    Cyclotron Research Centre, University of Liege, Liege, Belgium
    Neuroimage 57:198-205. 2011
    ..They stress the important role played by parietal and frontal areas in the generation of consciousness...
  3. ncbi Experience-dependent induction of hypnagogic images during daytime naps: a combined behavioural and EEG study
    Caroline Kussé
    Cyclotron Research Centre, University of Liege, Belgium
    J Sleep Res 21:10-20. 2012
    ....
  4. ncbi fMRI artefact rejection and sleep scoring toolbox
    Yves Leclercq
    Cyclotron Research Centre, University of Liege, Belgium
    Comput Intell Neurosci 2011:598206. 2011
    ..quot;FAST" is developed in Matlab as an add-on toolbox for SPM8 and, therefore, internally uses its SPM8-meeg data format. "FAST" is available for free, under the..