activity
20132019
most citedJitter-Adaptive Dictionary Learning - Application to Multi-Trial Neuroelectric Signals

8 citations · 8 across the 4 of their papers we have counts for

collaborators

5 papers

physics.med-ph2019

Optimized application of double and single layer BEM for in vivo conductivity estimation

Jan C de Munck, Andreas Daffertshofer, Victoria Montes-Restrepo +3

Inter subject variability of the electrical conductivity of brain, skull and skin strongly limits the accuracy by which current sources underlying electro-encephalography (EEG) can…

eess.SP2018

Data-driven cortical clustering to provide a family of plausible solutions to M/EEG inverse problem

Kostiantyn Maksymenko, Maureen Clerc, Théodore Papadopoulo

The M/EEG inverse problem is ill-posed. Thus additional hypotheses are needed to constrain the solution space. In this work, we consider that brain activity which generates an M/EE…

cs.CE2018

Fast Approximation of EEG Forward Problem and Application to Tissue Conductivity Estimation

Kostiantyn Maksymenko, Maureen Clerc, Théodore Papadopoulo

Bioelectric source analysis in the human brain from scalp electroencephalography (EEG) signals is sensitive to the conductivity of the different head tissues. Conductivity values a…

cs.HC2018

Zero-calibration cVEP BCI using word prediction: a proof of concept

Federica Turi, Nathalie Gayraud, Maureen Clerc

Brain Computer Interfaces (BCIs) based on visual evoked potentials (VEP) allow for spelling from a keyboard of flashing characters. Among VEP BCIs, code-modulated visual evoked pot…

stat.ML2013★ 8 cited

Jitter-Adaptive Dictionary Learning - Application to Multi-Trial Neuroelectric Signals

Sebastian Hitziger, Maureen Clerc, Alexandre Gramfort +3

Dictionary Learning has proven to be a powerful tool for many image processing tasks, where atoms are typically defined on small image patches. As a drawback, the dictionary only e…