97 citations
- Centre National de la Recherche ScientifiqueFR21 papers
- École Centrale de LyonFR15 papers
- Laboratoire de Tribologie et Dynamique des SystèmesFR15 papers
- École Nationale des Travaux Publics de l'ÉtatFR10 papers
- Mines Saint-ÉtienneFR9 papers
- Lyon 1 UniversitéFR8 papers
- Georges Friedel LaboratoryFR5 papers
- Laboratoire Hubert CurienFR3 papers
- École Normale Supérieure de LyonFR2 papers
- Hamburg University of TechnologyDE2 papers
- IMT AtlantiqueFR2 papers
- InsermFR2 papers
25 papers
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC
Lucas Grativol Ribeiro, Lubin Gauthier, Mathieu Leonardon +5
This paper tackles the challenges of implementing few-shot learning on embedded systems, specifically FPGA SoCs, a vital approach for adapting to diverse classification tasks, espe…
Federated learning compression designed for lightweight communications
Lucas Grativol Ribeiro, Mathieu Leonardon, Guillaume Muller +2
Federated Learning (FL) is a promising distributed method for edge-level machine learning, particularly for privacysensitive applications such as those in military and medical doma…
Numerical modeling of hydrogel scaffold anisotropy during extrusion-based 3D printing for tissue engineering
V. T. Mai, R. Chatelin, E. -J. Courtial +2
Extrusion-based 3D printing is a widely utilized tool in tissue engineering, offering precise 3D control of bioinks to construct organ-sized biomaterial objects with hierarchically…
An asperity-based statistical model for the adhesive friction of elastic nominally flat rough contact interfaces
Yang Xu, Julien Scheibert, Nikolaj Gadegaard +1
Contact mechanics-based models for the friction of nominally flat rough surfaces have not been able to adequately capture certain key experimentally observed phenomenona, such as t…
A versatile flexure-based 6-axes force/torque sensor and its application to tribology
M Guibert, C Oliver, T Durand +5
Six-axes force/torque sensors are increasingly needed in mechanical engineering. Here, we introduce a flexure-based design for such sensors, which solves some of the drawbacks of t…
Thermal noise of a cryo-cooled silicon cantilever locally heated up to its melting point
Alex Fontana, Richard Pedurand, Vincent Dolique +2
The Fluctuation-Dissipation Theorem (FDT) is a powerful tool to estimate the thermal noise of physical systems in equilibrium. In general however, thermal equilibrium is an approxi…