Individual Brain Charting dataset extension, third release for movie watching and retinotopy data

AL Pinho, H Richard, AF Ponce, M Eickenberg… - Scientific Data, 2024 - nature.com
Abstract The Individual Brain Charting (IBC) is a multi-task functional Magnetic Resonance
Imaging dataset acquired at high spatial-resolution and dedicated to the cognitive mapping …

Individual Brain Charting dataset extension, second release of high-resolution fMRI data for cognitive mapping

AL Pinho, A Amadon, B Gauthier, N Clairis, A Knops… - Scientific Data, 2020 - nature.com
We present an extension of the Individual Brain Charting dataset–a high spatial-resolution,
multi-task, functional Magnetic Resonance Imaging dataset, intended to support the …

Individual Brain Charting, a high-resolution fMRI dataset for cognitive mapping

AL Pinho, A Amadon, T Ruest, M Fabre, E Dohmatob… - Scientific data, 2018 - nature.com
Abstract Functional Magnetic Resonance Imaging (fMRI) has furthered brain mapping on
perceptual, motor, as well as higher-level cognitive functions. However, to date, no data …

Subject‐specific segregation of functional territories based on deep phenotyping

AL Pinho, A Amadon, M Fabre… - Human Brain …, 2021 - Wiley Online Library
Functional magnetic resonance imaging (fMRI) has opened the possibility to investigate how
brain activity is modulated by behavior. Most studies so far are bound to one single task, in …

Functional architecture of cerebral cortex during naturalistic movie-watching

R Rajimehr, H Xu, A Farahani, S Kornblith, J Duncan… - BioRxiv, 2022 - biorxiv.org
Characterizing the functional organization of cerebral cortex is a fundamental step in
understanding how different kinds of information are processed in the brain. Neuroimaging …

Unveiling functions of the visual cortex using task-specific deep neural networks

K Dwivedi, MF Bonner, RM Cichy… - PLoS computational …, 2021 - journals.plos.org
The human visual cortex enables visual perception through a cascade of hierarchical
computations in cortical regions with distinct functionalities. Here, we introduce an AI-driven …

[PDF][PDF] Extracting universal representations of cognition across brain-imaging studies

A Mensch, J Mairal, B Thirion… - arXiv preprint arXiv …, 2018 - hal.science
We show in this paper how to extract shared brain representations that predict mental
processes across many cognitive neuroimaging studies. Focused cognitive-neuroimaging …

Cohort-level brain mapping: learning cognitive atoms to single out specialized regions

G Varoquaux, Y Schwartz, P Pinel, B Thirion - International Conference on …, 2013 - Springer
Abstract Functional Magnetic Resonance Imaging (fMRI) studies map the human brain by
testing the response of groups of individuals to carefully-crafted and contrasted tasks in …

From deep brain phenotyping to functional atlasing

B Thirion, A Thual, AL Pinho - Current Opinion in Behavioral Sciences, 2021 - Elsevier
Highlights•The accumulation of functional contrasts results in a univocal characterization of
brain regions, called functional fingerprint.•Distributed functional responses can be captured …

Atlases of cognition with large-scale human brain mapping

G Varoquaux, Y Schwartz, RA Poldrack… - PLoS computational …, 2018 - journals.plos.org
To map the neural substrate of mental function, cognitive neuroimaging relies on controlled
psychological manipulations that engage brain systems associated with specific cognitive …