Pierre Bellec

Orcid: 0000-0002-9111-0699

According to our database1, Pierre Bellec authored at least 50 papers between 2004 and 2023.

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Bibliography

2023
Brain decoding of the Human Connectome Project tasks in a dense individual fMRI dataset.
NeuroImage, December, 2023

The Canadian Open Neuroscience Platform - An open science framework for the neuroscience community.
PLoS Comput. Biol., 2023

A numerical variability approach to results stability tests and its application to neuroimaging.
CoRR, 2023

Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generative Adversarial Neuroevolution for Control Behaviour Imitation.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022
Beyond advertising: New infrastructures for publishing integrated research objects.
PLoS Comput. Biol., 2022

Deep learning models of cognitive processes constrained by human brain connectomes.
Medical Image Anal., 2022

Neuroevolution of recurrent architectures on control tasks.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Derivatives and residual distribution of regularized M-estimators with application to adaptive tuning.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

2021
On the open-source landscape of PLOS Computational Biology.
PLoS Comput. Biol., 2021

Functional annotation of human cognitive states using deep graph convolution.
NeuroImage, 2021

2020
Bagging improves reproducibility of functional parcellation of the human brain.
NeuroImage, 2020

Multivariate consistency of resting-state fMRI connectivity maps acquired on a single individual over 2.5 years, 13 sites and 3 vendors.
NeuroImage, 2020

A Standardized Protocol for Efficient and Reliable Quality Control of Brain Registration in Functional MRI Studies.
Frontiers Neuroinformatics, 2020

Asymptotic normality and confidence intervals for derivatives of 2-layers neural network in the random features model.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

The Cost-free Nature of Optimally Tuning Tikhonov Regularizers and Other Ordered Smoothers.
Proceedings of the 37th International Conference on Machine Learning, 2020

2019
First order expansion of convex regularized estimators.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Detecting stable individual differences in the functional organization of the human basal ganglia.
NeuroImage, 2018

Neuroimage special issue on brain segmentation and parcellation - Editorial.
NeuroImage, 2018

2017
BIDS apps: Improving ease of use, accessibility, and reproducibility of neuroimaging data analysis methods.
PLoS Comput. Biol., 2017

State-dependent modulation of functional connectivity in early blind individuals.
NeuroImage, 2017

Statistical power and prediction accuracy in multisite resting-state fMRI connectivity.
NeuroImage, 2017

The Neuro Bureau ADHD-200 Preprocessed repository.
NeuroImage, 2017

Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data.
Neural Comput., 2017

Software architectures to integrate workflow engines in science gateways.
Future Gener. Comput. Syst., 2017

Boutiques: a flexible framework for automated application integration in computing platforms.
CoRR, 2017

2016
A cross-modal, cross-species comparison of connectivity measures in the primate brain.
NeuroImage, 2016

Statistical power and measurement bias in multisite resting-state fMRI connectivity.
CoRR, 2016

Simulation and Validation in Brain Image Analysis.
Comput. Intell. Neurosci., 2016

Aggregation of supports along the Lasso path.
Proceedings of the 29th Conference on Learning Theory, 2016

2015
Impact of the resolution of brain parcels on connectome-wide association studies in fMRI.
NeuroImage, 2015

Sharp oracle bounds for monotone and convex regression through aggregation.
J. Mach. Learn. Res., 2015

A Bayesian alternative to mutual information for the hierarchical clustering of dependent random variables.
CoRR, 2015

2014
Off-line consolidation of motor sequence learning results in greater integration within a cortico-striatal functional network.
NeuroImage, 2014

Quantification of the impact of a confounding variable on functional connectivity confirms anti-correlated networks in the resting-state.
NeuroImage, 2014

Multiscale statistical testing for connectome-wide association studies in fMRI.
CoRR, 2014

2013
Mining the Hierarchy of Resting-State Brain Networks: Selection of Representative Clusters in a Multiscale Structure.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2013

2012
Resting state FDG-PET functional connectivity as an early biomarker of Alzheimer's disease using conjoint univariate and independent component analyses.
NeuroImage, 2012

Task-related BOLD responses and resting-state functional connectivity during physiological clamping of end-tidal CO<sub>2</sub>.
NeuroImage, 2012

A convergent functional architecture of the insula emerges across imaging modalities.
NeuroImage, 2012

The pipeline system for Octave and Matlab (PSOM): a lightweight scripting framework and execution engine for scientific workflows.
Frontiers Neuroinformatics, 2012

2011
Global and System-Specific Resting-State fMRI Fluctuations Are Uncorrelated: Principal Component Analysis Reveals Anti-Correlated Networks.
Brain Connect., 2011

2010
Multi-level bootstrap analysis of stable clusters in resting-state fMRI.
NeuroImage, 2010

2008
Regions, systems, and the brain: Hierarchical measures of functional integration in fMRI.
Medical Image Anal., 2008

Accurate Anisotropic Fast Marching for Diffusion-Based Geodesic Tractography.
Int. J. Biomed. Imaging, 2008

2006
Identification of large-scale networks in the brain using fMRI.
NeuroImage, 2006

Correction of Structured Noise in fMRI Using Spatial Independent Component Analysis: Corsica.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004
Selection of Spatially Independent Components to Explain Functional Connectivity In fMRI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

A Level Set Method for Building Anatomical Connectivity Paths Between Brain Areas Using DTI.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004

Identification of A Large-Scale Functional Network In Functional Magnetic Resonance Imaging.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004


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