180 citations
- Centre National de la Recherche ScientifiqueFR25 papers
- Aix-Marseille UniversitéFR21 papers
- InsermFR5 papers
- Institut de Neurosciences des SystèmesFR3 papers
- Université Paris-SaclayFR3 papers
- University of LausanneCH3 papers
- University of ZurichCH3 papers
- Astronomical Institute of the Slovak Academy of SciencesSK2 papers
- Centrale MéditerranéeFR2 papers
- Centre d'Imagerie BioMedicaleCH2 papers
- Centre for Biomedical Network Research on Rare DiseasesES2 papers
- Consorci Institut D'Investigacions Biomediques August Pi I SunyerES2 papers
Showing 2024Show all
3 papers · 1 filter
cs.LG2024★ 15 cited
A Predictive Approach To Enhance Time-Series Forecasting
Skye Gunasekaran, Assel Kembay, Hugo Ladret +4
Accurate time-series forecasting is crucial in various scientific and industrial domains, yet deep learning models often struggle to capture long-term dependencies and adapt to dat…
q-bio.NC2024★ 10 cited
Precise spiking motifs in neurobiological and neuromorphic data
Antoine Grimaldi, Amélie Gruel, Camille Besnainou +3
Why do neurons communicate through spikes? By definition, spikes are all-or-none neural events which occur at continuous times. In other words, spikes are on one side binary, exist…
physics.soc-ph2024★ 13 cited
Synergistic signatures of group mechanisms in higher-order systems
Thomas Robiglio, Matteo Neri, Davide Coppes +4
The interplay between causal mechanisms and emerging collective behaviors is a central aspect of understanding, controlling, and predicting complex networked systems. In our work,…