Isabelle Merlet
Orcid: 0000-0003-2590-6848
According to our database1,
Isabelle Merlet
authored at least 41 papers
between 2004 and 2024.
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Bibliography
2024
Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy.
NeuroImage, January, 2024
2023
An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity.
IEEE Signal Process. Lett., 2023
Nonlinear Causality Inference Using a Robust ERR-Based Method in the Context of Epilepsy.
Proceedings of the 31st European Signal Processing Conference, 2023
2021
Proceedings of the IEEE Statistical Signal Processing Workshop, 2021
2020
Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources.
IEEE Trans. Affect. Comput., 2020
J. Comput. Neurosci., 2020
2019
Rank estimation and tensor decomposition using physics-driven constraints for brain source localization.
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition.
Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018
2017
A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals.
IEEE J. Biomed. Health Informatics, 2017
Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals.
IEEE Trans. Biomed. Eng., 2017
Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising.
IEEE Signal Process. Lett., 2017
SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity.
NeuroImage, 2017
Proceedings of the 25th European Signal Processing Conference, 2017
Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Spatial projection as a preprocessing step for EEG source reconstruction using spatiotemporal Kalman filtering.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Complex patterns of spatially extended generators of epileptic activity: Comparison of source localization methods cMEM and 4-ExSo-MUSIC on high resolution EEG and MEG data.
NeuroImage, 2016
Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Computational modeling of high frequency oscillations recorded with clinical intracranial macroelectrodes.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
2015
Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors.
IEEE J. Biomed. Health Informatics, 2015
IEEE Signal Process. Lett., 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015
2014
NeuroImage, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 22nd European Signal Processing Conference, 2014
2013
Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2013
2012
Signal Process., 2012
Recording of fast activity at the onset of partial seizures: Depth EEG vs. scalp EEG.
NeuroImage, 2012
Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches.
EURASIP J. Adv. Signal Process., 2012
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition.
Proceedings of the 35th International Conference on Telecommunications and Signal Processing, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
2011
NeuroImage, 2011
2010
Proceedings of the 18th European Signal Processing Conference, 2010
2008
IEEE Trans. Biomed. Eng., 2008
The neuronal sources of EEG: Modeling of simultaneous scalp and intracerebral recordings in epilepsy.
NeuroImage, 2008
2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2004
Statistical parametric mapping of 5-HT<sub>1A</sub> receptor binding in temporal lobe epilepsy with hippocampal ictal onset on intracranial EEG.
NeuroImage, 2004