Lehembre Rémy,Simon Cédric [undergraduate students] Université Catholique de Louvain-la-Neuve(UCL-Belgium) We used: -The best of both worlds : The power of Common spatial patterns combined with the flexibility of Common Spatial Subspace decomposition -Increase of the training set with Mahalannobis distance -Support vector machine(SVM)