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30 résultats
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JEVD and CPD : algorithms and application to ICA and fluorescence spectroscopy TRICAP 2015 - ThRee-way methods In Chemistry And Psychology 7th edition, May 2015, Pecol - Val di Zoldo (Belluno), Italie
Communication dans un congrès
hal-01488379v1
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Canonical Polyadic Decomposition based on joint eigenvalue decompositionChemometrics and Intelligent Laboratory Systems, 2014, 132, pp. 152-167
Article dans une revue
hal-00949746v1
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Joint Eigenvalue Decomposition of Non-Defective Matrices Based on the LU Factorization With Application to ICAIEEE Transactions on Signal Processing, 2015, 63 (17), pp.4594-4608. ⟨10.1109/TSP.2015.2440219⟩
Article dans une revue
hal-01479797v1
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Denoising of ictal EEG data using semi-blind source separation methods based on time-frequency priorsIEEE Journal of Biomedical and Health Informatics, 2015, 19 (3), pp.839-847. ⟨10.1109/JBHI.2014.2336797⟩
Article dans une revue
hal-01246033v1
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Physics-driven inverse problems made tractable with cosparse regularizationIEEE Transactions on Signal Processing, 2016, 64 (2), pp.335-348. ⟨10.1109/TSP.2015.2480045⟩
Article dans une revue
hal-01133087v3
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PHYSALIS (Physics-Driven Cosparse Analysis)Logiciel hal-02955901v1 |
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An efficient Jacobi-like deflationary ICA algorithm: application to EEG denoisingIEEE Signal Processing Letters, 2015, 22 (8), pp.1198-1202. ⟨10.1109/lsp.2014.2385868⟩
Article dans une revue
hal-01245250v1
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Line search and trust region strategies for canonical decomposition of semi-nonnegative semi-symmetric 3rd order tensorsLinear Algebra and its Applications, 2014, 450, pp.334-374. ⟨10.1016/j.laa.2014.02.001⟩
Article dans une revue
hal-00945606v1
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Jacobi-like nonnegative joint diagonalization by congruenceXXI European Signal Processing Conference (EUSIPCO'13), Sep 2013, Marrakech, Morocco. 5 p
Communication dans un congrès
hal-00921807v1
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Medical image registration using Edgeworth-based approximation of Mutual InformationInnovation and Research in BioMedical engineering, 2014, 35 (3), pp.139-148
Article dans une revue
hal-00914411v2
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CP decomposition of semi-nonnegative semisymmetric tensors based on QR matrix factorizationThe eighth IEEE Sensor Array and Multi-Channel Signal Processing Workshop, Jun 2014, A Coruna, Spain. 4 p
Communication dans un congrès
hal-01012125v1
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Brain source localization using a physics-driven structured cosparse representation of EEG signals2014 IEEE International Workshop on Machine Learning for Signal Processing, Sep 2014, Reims, France. 6 p., ⟨10.1109/MLSP.2014.6958871⟩
Communication dans un congrès
hal-01027609v1
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Versatile and scalable cosparse methods for physics-driven inverse problemsHolger Boche; Giuseppe Caire; Robert Calderbank; Maximilian März; Gitta Kutyniok; Rudolf Mathar. Compressed Sensing and its Applications -- Second International MATHEON Conference 2015, Birkhaüser Basel, pp.291-332, 2018, Series: Applied and Numerical Harmonic Analysis, 978-3-319-69802-1. ⟨10.1007/978-3-319-69802-1_10⟩
Chapitre d'ouvrage
hal-01496767v2
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Canonical polyadic decomposition of 3rd order semi-nonnegative semi-symmetric tensors using LU and QR matrix factorizationsEURASIP Journal on Advances in Signal Processing, 2014, 33 p
Article dans une revue
hal-01065628v1
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Semi-nonnegative joint diagonalization by congruence and semi-nonnegative ICASignal Processing, 2014, 105, pp.185-197. ⟨10.1016/j.sigpro.2014.05.017⟩
Article dans une revue
inserm-01006599v1
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Canonical polyadic decomposition of complex-valued multi-way arrays based on simultaneous Schur decomposition2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2013, Vancouver, Canada. pp.4178-4182
Communication dans un congrès
hal-00921783v1
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An Alternating Direction Method of Multipliers for Constrained Joint Diagonalization by Congruence (Invited Paper)2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.197-200, ⟨10.1109/CAMSAP.2015.7383770⟩
Communication dans un congrès
hal-01245119v1
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Fast, variation-based methods for the analysis of extended brain sourcesEUSIPCO 2014 - 22th European Signal Processing Conference, Sep 2014, Lisbonne, Portugal. 5 p
Communication dans un congrès
hal-01012083v3
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A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic SignalsIEEE Journal of Biomedical and Health Informatics, 2017, 21 (1), pp.94-104. ⟨10.1109/JBHI.2015.2504126⟩
Article dans une revue
hal-01246030v1
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Nonnegative Joint Diagonalization by Congruence Based on LU Matrix FactorizationIEEE Signal Processing Letters, 2013, 20 (8), pp.807 - 810. ⟨10.1109/LSP.2013.2267797⟩
Article dans une revue
inserm-00841128v1
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A Performance Study of various Brain Source Imaging ApproachesICASSP 2014 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. pp.5910-5914, ⟨10.1109/ICASSP.2014.6854729⟩
Communication dans un congrès
hal-00990273v2
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Nonnegative Compression for Semi-Nonnegative Independent Component AnalysisThe eighth IEEE Sensor Array and Multi-Channel Signal Processing Workshop, Jun 2014, A Coruna, Spain. 4 p
Communication dans un congrès
hal-01012136v2
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Brain source imaging: from sparse to tensor modelsIEEE Signal Processing Magazine, 2015, 32 (6), pp.100-112. ⟨10.1109/MSP.2015.2413711⟩
Article dans une revue
hal-01190559v1
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Localization of Distributed EEG Sources in the Context of Epilepsy: A Simulation StudyInnovation and Research in BioMedical engineering, 2016, 37 (5-6), pp.242-253. ⟨10.1016/j.irbm.2016.04.001⟩
Article dans une revue
hal-01359237v1
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Muscle artifact removal in ictal scalp-EEG based on blind source separation6th European Conference of the International Federation for Medical and Biological Engineering, Sep 2014, Dubrovnik, Croatia. 4 p
Communication dans un congrès
hal-01015798v1
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A reduced complexity ECG imaging model for regularized inversion optimizationComputers in Biology and Medicine, 2023, Computers in Biology and Medicine, 167, pp.107698. ⟨10.1016/j.compbiomed.2023.107698⟩
Article dans une revue
hal-04305664v1
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SISSY: an efficient and automatic algorithm for the analysis of EEG sources based on structured sparsityNeuroImage, 2017, 157, pp.157-172. ⟨10.1016/j.neuroimage.2017.05.046⟩
Article dans une revue
inserm-01617155v1
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Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data2015 37th annual international conference of the IEEE Engineering in Medicine and Biology Society, Aug 2015, Milan, Italy. pp.6995 - 6998
Communication dans un congrès
hal-01245239v1
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Tensor Decomposition Exploiting Structural Constraints for Brain Source Imaging2015 IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Dec 2015, Cancun, Mexico. pp.181-184, ⟨10.1109/CAMSAP.2015.7383766⟩
Communication dans un congrès
hal-01245111v1
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EEG extended source localization: Tensor-based vs. conventional methodsNeuroImage, 2014, 96, pp.143-57. ⟨10.1016/j.neuroimage.2014.03.043⟩
Article dans une revue
hal-01011856v1
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