Damien Rontani

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Image Classification

Reservoir Computing

Spatio Temporal Interest Points

Top Venues

ICANN (Workshop)

Nat. Mach. Intell.

Publications

Julien Rauch, Damien Rontani, Stéphane Vialle
Generative-Based Algorithm for Data Clustering on Hybrid Classical-Quantum NISQ Architecture. ARCS (2024)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Bayesian Optimisation of Large-scale Photonic Reservoir Computers. Cogn. Comput. 15 (5) (2023)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Bayesian optimisation of large-scale photonic reservoir computers. CoRR (2020)
Zhi Wang, Qiang Li, Ziling Fu, Andrew Katumba, Florian Denis-Le Coarer, Damien Rontani, Marc Sciamanna, Peter Bienstman
Threshold Plasticity of Hybrid Sİ-VO2 Microring Resonators. OFC (2020)
Piotr Antonik, Nicolas Marsal, Damien Rontani
Large-scale spatiotemporal photonic reservoir computer for image classification. CoRR (2020)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Human action recognition with a large-scale brain-inspired photonic computer. CoRR (2020)
Jeremy Vatin, Damien Rontani, Marc Sciamanna
Polarization Dynamics of VCSELs Improves Reservoir Computing Performance. ICANN (Workshop) (2019)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer. ICANN (Workshop) (2019)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Human action recognition with a large-scale brain-inspired photonic computer. Nat. Mach. Intell. 1 (11) (2019)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer. ICANN (Workshop) (2019)
Jeremy Vatin, Damien Rontani, Marc Sciamanna
High-Speed All-Optical Reservoir Computing Using VCSEL Polarization Dynamics. ECOC (2018)
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar
Spying on chaos-based cryptosystems with reservoir computing. IJCNN (2018)