Bayesian versus constrained structure approaches for source separation in post-nonlinear mixtures. - Alexander Ilin; Sophie Achard; Christian Jutten (IJCNN, 2004)

Mutual information and quadratic dependence for post nonlinear Blind Source Separation. - Sophie Achard; Christian Jutten; Dinh-Tuan Pham (EUSIPCO, 2005)

Criteria based on mutual information minimization for blind source separation in post nonlinear mixtures. - Sophie Achard; Dinh-Tuan Pham; Christian Jutten (Signal Process., 2005)

Identifiability of post-nonlinear mixtures. - Sophie Achard; Christian Jutten (IEEE Signal Process. Lett., 2005)

Time localization of transients with wavelet maxima lines. - Sylvain Meignen; Sophie Achard; Pierre-Yves Gumery (IEEE Trans. Signal Process., 2005)

Efficiency and Cost of Economical Brain Functional Networks. - Sophie Achard; Ed Bullmore (PLoS Comput. Biol., 2007)

Sparse differential connectivity graph of scalp EEG for epileptic patients. - Ladan Amini; Sophie Achard; Christian Jutten; Hamid Soltanian-Zadeh; Gholam-Ali Hossein-Zadeh; Olivier David 001; Laurent Vercueil (ESANN, 2009)

Testing fractal connectivity in multivariate long memory processes. - Herwig Wendt; Antoine Scherrer; Patrice Abry; Sophie Achard (ICASSP, 2009)

CamBAfx: workflow design, implementation and application for neuroimaging. - Cinly Ooi; Edward T. Bullmore; Alle Meije Wink; Levent Sendur; Anna Barnes; Sophie Achard; John Aspden; Sanja Abbott; Shigang Yue; Manfred G. Kitzbichler; David Meunier; Voichita Maxim; et al. (Frontiers Neuroinformatics, 2009)

Age-related changes in modular organization of human brain functional networks. - David Meunier; Sophie Achard; Alexa M. Morcom; Edward T. Bullmore (NeuroImage, 2009)

On multivariate fractional brownian motion and multivariate fractional Gaussian noise. - Jean-François Coeurjolly; Pierre-Olivier Amblard; Sophie Achard (EUSIPCO, 2010)

Classifying Connectivity Graphs Using Graph and Vertex Attributes. - Jonas Richiardi; Sophie Achard; Edward T. Bullmore; Dimitri Van De Ville (PRNI, 2011)

Directed Differential Connectivity Graph of Interictal Epileptiform Discharges. - Ladan Amini; Christian Jutten; Sophie Achard; Olivier David 001; Hamid Soltanian-Zadeh; Gholam-Ali Hossein-Zadeh; Philippe Kahane; Lorella Minotti; Laurent Vercueil (IEEE Trans. Biomed. Eng., 2011)

Fractal analysis of resting state functional connectivity of the brain. - Wonsang You; Sophie Achard; Jörg Stadler; Bernd Brückner; Udo Seiffert (IJCNN, 2012)

Statistical Kernel-based Modeling of Connectomes. - Félix Renard; Christian Heinrich; Sophie Achard; Edouard Hirsch; Stéphane Kremer (PRNI, 2012)

Machine Learning with Brain Graphs: Predictive Modeling Approaches for Functional Imaging in Systems Neuroscience. - Jonas Richiardi; Sophie Achard; Horst Bunke; Dimitri Van De Ville (IEEE Signal Process. Mag., 2013)

Rank-based multiple change-point detection in multivariate time series. - Flore Harle; Florent Chatelain; Cédric Gouy-Pailler; Sophie Achard (EUSIPCO, 2014)

Nodal approach reveals differential impact of lateralized focal epilepsies on hub reorganization. - Ben Gendon Yeshe Ridley; Celia Rousseau; Jonathan Wirsich; Arnaud Le Troter; Elisabeth Soulier; Sylviane Confort-Gouny; Fabrice Bartolomei; Jean-Philippe Ranjeva; Sophie Achard; Maxime Guye (NeuroImage, 2015)

Large-Scale Functional Brain Network Reorganization During Taoist Meditation. - Tun Jao; Chia-Wei Li; Petra E. Vértes; Changwei Wesley Wu; Sophie Achard; Chao-Hsien Hsieh; Chien-Hui Liou; Jyh-Horng Chen; Edward T. Bullmore (Brain Connect., 2016)

The "Hub Disruption Index, " a Reliable Index Sensitive to the Brain Networks Reorganization. A Study of the Contralesional Hemisphere in Stroke. - Maite Termenon; Sophie Achard; Assia Jaillard; Chantal Delon-Martin (Frontiers Comput. Neurosci., 2016)

Reliability of graph analysis of resting state fMRI using test-retest dataset from the Human Connectome Project. - Maite Termenon; Assia Jaillard; Chantal Delon-Martin; Sophie Achard (NeuroImage, 2016)

Bayesian Model for Multiple Change-Points Detection in Multivariate Time Series. - Flore Harle; Florent Chatelain; Cédric Gouy-Pailler; Sophie Achard (IEEE Trans. Signal Process., 2016)

Dynamic Time Warping for Heartbeat Detection in Ballistocardiography. - Guillaume Cathelain; Bertrand Rivet; Sophie Achard; Jean Bergounioux; François Jouen (CinC, 2019)

Structure Learning via Hadamard Product of Correlation and Partial Correlation Matrices. - Karina Ashurbekova; Sophie Achard; Florence Forbes (EUSIPCO, 2019)

Topological disintegration of resting state functional connectomes in coma. - Brigitta Malagurski; Patrice Péran; Benjamine Sarton; Hélène Vinour; Edouard Naboulsi; Béatrice Riu; Fanny Bounes; Thierry Seguin; Jean Albert Lotterie; Olivier Fourcade; Vincent Minville; Fabrice Ferré; et al. (NeuroImage, 2019)

U-Net Neural Network for Heartbeat Detection in Ballistocardiography. - Guillaume Cathelain; Bertrand Rivet; Sophie Achard; Jean Bergounioux; François Jouen (EMBC, 2020)

Dynamic K-Graphs: an Algorithm for Dynamic Graph Learning and Temporal Graph Signal Clustering. - Hesam Araghi; Massoud Babaie-Zadeh; Sophie Achard (EUSIPCO, 2020)

Smart ballistocardiography front-end. - Guillaume Cathelain; Bertrand Rivet; Sophie Achard; Jean Bergounioux; François Jouen (I2MTC, 2020)

Functional connectivity is preserved but reorganized across several anesthetic regimes. - Guillaume J.-P. C. Becq; Tarik Habet; Nora Collomb; Margaux Faucher; Chantal Delon-Martin; Véronique Coizet; Sophie Achard; Emmanuel Luc Barbier (NeuroImage, 2020)

Network Embedding For Brain Connectivity. - Lucrezia Carboni; Sophie Achard; Michel Dojat (ISBI, 2021)

Unraveling the functional attributes of the language connectome: crucial subnetworks, flexibility and variability. - Elise Roger; Liliane Rodrigues de Almeida; Hélène Loevenbruck; Marcela Perrone-Bertolotti; E. Cousin; Jean-Luc Schwartz; Pascal Perrier; Marion Dohen; Anne Vilain; Pierre Baraduc; Sophie Achard; Monica Baciu (NeuroImage, 2022)

Inter-regional correlation estimators for functional magnetic resonance imaging. - Sophie Achard; Jean-François Coeurjolly; Pierre Lafaye de Micheaux; Hanâ Lbath; Jonas Richiardi (NeuroImage, 2023)

Comparisons of Null Models with Topological Data Analysis. - Paul Sitoleux; Lucrezia Carboni; Hanâ Lbath; Sophie Achard (EUSIPCO, 2024)

Graph-based methods coupled with specific distributional distances for adversarial attack detection. - Dwight Nwaigwe; Lucrezia Carboni; Martial Mermillod; Sophie Achard; Michel Dojat (Neural Networks, 2024)

Clustering-based inter-regional correlation estimation. - Hanâ Lbath; Alexander Petersen; Wendy Meiring; Sophie Achard (Comput. Stat. Data Anal., 2024)

Large-scale correlation screening under dependence for brain functional connectivity network inference. - Hanâ Lbath; Alexander Petersen; Sophie Achard (Stat. Comput., 2024)

Generating Correlation Matrices with Graph Structures Using Convex Optimization. - Ali Fakhar; Kévin Polisano; Irène Gannaz; Sophie Achard (SSP, 2025)

Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective. - Lucrezia Carboni; Dwight Nwaigwe; Marion Mainsant; Raphael Bayle; Marina Reyboz; Martial Mermillod; Michel Dojat; Sophie Achard (Neural Networks, 2025)