99 citations · 99 across the 3 of their papers we have counts for
3 papers
cs.IT2016
Diagonality Measures of Hermitian Positive-Definite Matrices with Application to the Approximate Joint Diagonalization Problem
Khaled Alyani, Marco Congedo, Maher Moakher
In this paper, we introduce properly-invariant diagonality measures of Hermitian positive-definite matrices. These diagonality measures are defined as distances or divergences betw…
cs.LG2014★ 99 cited
A Plug&Play P300 BCI Using Information Geometry
Alexandre Barachant, Marco Congedo
This paper presents a new classification methods for Event Related Potentials (ERP) based on an Information geometry framework. Through a new estimation of covariance matrices, thi…
cs.LG2014
Mixed-norm Regularization for Brain Decoding
Rémi Flamary, Nisrine Jrad, Ronald Phlypo +2
This work investigates the use of mixed-norm regularization for sensor selection in Event-Related Potential (ERP) based Brain-Computer Interfaces (BCI). The classification problem…