Structured sparsity regularization approach to the EEG inverse problem. - Jair Montoya-Martínez; Antonio Artés-Rodríguez; Lars Kai Hansen; Massimiliano Pontil (CIP, 2012)

Structured sparse-low rank matrix factorization for the EEG inverse problem. - Jair Montoya-Martínez; Antonio Artés-Rodríguez; Massimiliano Pontil (CIP, 2014)

A regularized matrix factorization approach to induce structured sparse-low-rank solutions in the EEG inverse problem. - Jair Montoya-Martínez; Antonio Artés-Rodríguez; Massimiliano Pontil; Lars Kai Hansen (EURASIP J. Adv. Signal Process., 2014)

Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG. - Jair Montoya-Martínez; Jean-François Cardoso; Alexandre Gramfort (LVA/ICA, 2017)

Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network. - Bernd Accou; Mohammad Jalilpour-Monesi; Jair Montoya-Martínez; Hugo Van hamme; Tom Francart (EUSIPCO, 2020)

An LSTM Based Architecture to Relate Speech Stimulus to Eeg. - Mohammad Jalilpour-Monesi; Bernd Accou; Jair Montoya-Martínez; Tom Francart; Hugo Van hamme (ICASSP, 2020)