Jair Montoya-Martínez

Publication Activity (10 Years)

Years Active: 2012-2020
Publications (10 Years): 3

Top Topics

Matrix Factorization

Convolutional Neural Network

Low Rank Matrix Factorization

Structured Sparsity

Top Venues

EURASIP J. Adv. Signal Process.

Publications

Mohammad Jalilpour-Monesi, Bernd Accou, Jair Montoya-Martínez, Tom Francart, Hugo Van hamme
An LSTM Based Architecture to Relate Speech Stimulus to Eeg. ICASSP (2020)
Bernd Accou, Mohammad Jalilpour-Monesi, Jair Montoya-Martínez, Hugo Van hamme, Tom Francart
Modeling the relationship between acoustic stimulus and EEG with a dilated convolutional neural network. EUSIPCO (2020)
Jair Montoya-Martínez, Jean-François Cardoso, Alexandre Gramfort
Caveats with Stochastic Gradient and Maximum Likelihood Based ICA for EEG. LVA/ICA (2017)
Jair Montoya-Martínez, Antonio Artés-Rodríguez, Massimiliano Pontil
Structured sparse-low rank matrix factorization for the EEG inverse problem. CIP (2014)
Jair Montoya-Martínez, Antonio Artés-Rodríguez, Massimiliano Pontil, Lars Kai Hansen
A regularized matrix factorization approach to induce structured sparse-low-rank solutions in the EEG inverse problem. EURASIP J. Adv. Signal Process. 2014 (2014)
Jair Montoya-Martínez, Antonio Artés-Rodríguez, Lars Kai Hansen, Massimiliano Pontil
Structured sparsity regularization approach to the EEG inverse problem. CIP (2012)