Communication Dans Un Congrès Année : 2012

Designing spatial filters based on neuroscience theories to improve error-related potential classification

Résumé

In this paper we present an experiment enabling the occurrence of the error-related potential in high cognitive load conditions. We study the single-trial classification of the error-related potential and show that classification results can be improved using specific spatial filters designed with the aid of neurophysiological theories on the error-related potential.

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Dates et versions

hal-00741221 , version 1 (12-10-2012)

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  • HAL Id : hal-00741221 , version 1

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Sandra Rousseau, Christian Jutten, Marco Congedo. Designing spatial filters based on neuroscience theories to improve error-related potential classification. MLSP 2012 - IEEE 22nd International Workshop on Machine Learning for Signal Processing, Sep 2012, Santander, Spain. pp.1. ⟨hal-00741221⟩
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