Modeling Shared Responses in Neuroimaging Studies through MultiView ICA

Modeling Shared Responses in Neuroimaging Studies through MultiView ICA

11 June 2020

Alexandre Gramfort

Papers citing "Modeling Shared Responses in Neuroimaging Studies through MultiView ICA"

13 / 13 papers shown

Title
Mapping minds not averages: a scalable subject-specific manifold learning framework for neuroimaging data Eloy P. T. Geenjaar Vince D. Calhoun 29 0 0 30 Apr 2025
MVICAD2: Multi-View Independent Component Analysis with Delays and Dilations Ambroise Heurtebise O. Chehab Pierre Ablin Alexandre Gramfort 38 0 0 13 Jan 2025
Copula-Linked Parallel ICA: A Method for Coupling Structural and Functional MRI brain Networks Oktay Agcaoglu Rogers F. Silva Deniz Alacam Sergey Plis Tulay Adali Vince D. Calhoun 19 0 0 14 Oct 2024
MultiView Independent Component Analysis with Delays Ambroise Heurtebise Pierre Ablin Alexandre Gramfort 17 1 0 01 Dec 2023
Multi-View Independent Component Analysis with Shared and Individual Sources T. Pandeva Patrick Forré CML 15 5 0 05 Oct 2022
Aligning individual brains with Fused Unbalanced Gromov-Wasserstein Alexis Thual Huy Tran Tatiana Zemskova Nicolas Courty Rémi Flamary S. Dehaene B. Thirion OT 30 24 0 19 Jun 2022
Shared Independent Component Analysis for Multi-Subject Neuroimaging Hugo Richard Pierre Ablin B. Thirion Alexandre Gramfort Aapo Hyvarinen 22 9 0 26 Oct 2021
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style Julius von Kügelgen Yash Sharma Luigi Gresele Wieland Brendel Bernhard Schölkopf M. Besserve Francesco Locatello 30 303 0 08 Jun 2021
Deep Recurrent Encoder: A scalable end-to-end network to model brain signals O. Chehab Alexandre Défossez Jean-Christophe Loiseau Alexandre Gramfort J. King AI4TS 19 9 0 03 Mar 2021
Adaptive Multi-View ICA: Estimation of noise levels for optimal inference Hugo Richard Pierre Ablin Aapo Hyvarinen Alexandre Gramfort Bertrand Thirion Inria CML 25 1 0 22 Feb 2021
Barking up the right tree: an approach to search over molecule synthesis DAGs John Bradshaw Brooks Paige Matt J. Kusner Marwin H. S. Segler José Miguel Hernández-Lobato 56 56 0 21 Dec 2020
$$\ell_0$-based Sparse Canonical Correlation Analysis$ $\ell_0$ -based Sparse Canonical Correlation Analysis Ofir Lindenbaum Moshe Salhov Amir Averbuch Y. Kluger 27 1 0 12 Oct 2020
mvlearn: Multiview Machine Learning in Python Ronan Perry Gavin Mischler Richard Guo T. Lee Alexander Chang ... Hugo Richard Iain Carmichael Pierre Ablin Alexandre Gramfort Joshua T. Vogelstein 9 23 0 25 May 2020