94 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Université de BordeauxFR14 papers
- Centre National de la Recherche ScientifiqueFR11 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR5 papers
- InsermFR5 papers
- Laboratoire Bordelais de Recherche en InformatiqueFR4 papers
- Bordeaux Population HealthFR3 papers
- Institut national de recherche en sciences et technologies du numériqueFR3 papers
- New Zealand Brain Research InstituteNZ3 papers
- Sorbonne UniversitéFR3 papers
- Université de SherbrookeCA3 papers
- Brigham and Women's HospitalUS2 papers
- CEA Paris-SaclayFR2 papers
16 papers
Software Engineering Agents for Embodied Controller Generation : A Study in Minigrid Environments
Timothé Boulet, Xavier Hinaut, Clément Moulin-Frier
Software Engineering Agents (SWE-Agents) have proven effective for traditional software engineering tasks with accessible codebases, but their performance for embodied tasks requir…
Mean-field analysis of a neural network with stochastic STDP
Pascal Helson, Etienne Tanré, Romain Veltz
Analysing biological spiking neural network models with synaptic plasticity has proven to be challenging both theoretically and numerically. In a network with N all-to-all connecte…
Millennium Pathways for Tractography: 40 grand challenges to shape the future of tractography
Maxime Descoteaux, Kurt G. Schilling, Dogu Baran Aydogan +44
In the spirit of the historic Millennium Prize Problems that heralded a new era for mathematics, the newly formed International Society for Tractography (IST) has launched the Mill…
Pursuit of biomarkers of brain diseases: Beyond cohort comparisons
Pascal Helson, Arvind Kumar
Despite the diversity and volume of brain data acquired and advanced AI-based algorithms to analyze them, brain features are rarely used in clinics for diagnosis and prognosis. Her…
Automatic rating of incomplete hippocampal inversions evaluated across multiple cohorts
Lisa Hemforth, Baptiste Couvy-Duchesne, Kevin De Matos +34
Incomplete Hippocampal Inversion (IHI), sometimes called hippocampal malrotation, is an atypical anatomical pattern of the hippocampus found in about 20% of the general population.…
Structuring, Sequencing, Staging, Selecting: the 4S method for the longitudinal analysis of multidimensional questionnaires in chronic diseases
Tiphaine Saulnier, Wassilios G. Meissner, Margherita Fabbri +2
In clinical studies, questionnaires are often used to report disease-related manifestations from clinician and/or patient perspectives. Their analysis can help identify relevant ma…
Cultural evolution in populations of Large Language Models
Jérémy Perez, Corentin Léger, Marcela Ovando-Tellez +4
Research in cultural evolution aims at providing causal explanations for the change of culture over time. Over the past decades, this field has generated an important body of knowl…
Compressed representation of brain genetic transcription
James K Ruffle, Henry Watkins, Robert J Gray +3
The architecture of the brain is too complex to be intuitively surveyable without the use of compressed representations that project its variation into a compact, navigable space.…
Patient-perceived progression in multiple system atrophy: natural history of quality of life
Tiphaine Saulnier, Margherita Fabbri, Mélanie Le Goff +6
Health-related quality of life (Hr-QoL) scales provide crucial information on neurodegenerative disease progression, help improving patient care, and constitute a meaningful endpoi…
Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)
Subba Reddy Oota, Zijiao Chen, Manish Gupta +4
Can artificial intelligence unlock the secrets of the human brain? How do the inner mechanisms of deep learning models relate to our neural circuits? Is it possible to enhance AI b…
FIESTA: Autoencoders for accurate fiber segmentation in tractography
Félix Dumais, Jon Haitz Legarreta, Carl Lemaire +7
White matter bundle segmentation is a cornerstone of modern tractography to study the brain's structural connectivity in domains such as neurological disorders, neurosurgery, and a…
Focal and Connectomic Mapping of Transiently Disrupted Brain Function
Michael S. Elmalem, Hanna Moody, James K. Ruffle +5
The distributed nature of the neural substrate, and the difficulty of establishing necessity from correlative data, combine to render the mapping of brain function a far harder tas…
Describing complex disease progression using joint latent class models for multivariate longitudinal markers and clinical endpoints
Cécile Proust-Lima, Tiphaine Saulnier, Viviane Philipps +5
Neurodegenerative diseases are characterized by numerous markers of progression and clinical endpoints. For instance, Multiple System Atrophy (MSA), a rare neurodegenerative synucl…
Filtering in tractography using autoencoders (FINTA)
Jon Haitz Legarreta, Laurent Petit, François Rheault +4
Current brain white matter fiber tracking techniques show a number of problems, including: generating large proportions of streamlines that do not accurately describe the underlyin…
A graphical, scalable and intuitive method for the placement and the connection of biological cells
Nicolas P. Rougier
We introduce a graphical method originating from the computer graphics domain that is used for the arbitrary and intuitive placement of cells over a two-dimensional manifold. Using…
Re-run, Repeat, Reproduce, Reuse, Replicate: Transforming Code into Scientific Contributions
Fabien Benureau, Nicolas Rougier
Scientific code is not production software. Scientific code participates in the evaluation of a scientific hypothesis. This imposes specific constraints on the code that are often…