Damien Rontani

According to our database, Damien Rontani authored at least 13 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Data clustering on hybrid classical-quantum NISQ architecture with generative-based variational and parallel algorithms.

Julien Rauch, Damien Rontani, Stéphane Vialle

J. Syst. Archit., 2025

2024

Investigating parallel execution of quantum Machine Learning circuits on superconducting hardware.

Julien Rauch, Brice Chichereau, Stéphane Vialle, Patrick Carribault, Damien Rontani

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Generative-Based Algorithm for Data Clustering on Hybrid Classical-Quantum NISQ Architecture.

Julien Rauch, Damien Rontani, Stéphane Vialle

Proceedings of the Architecture of Computing Systems - 37th International Conference, 2024

2023

Bayesian Optimisation of Large-scale Photonic Reservoir Computers.

Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani

Cogn. Comput., September, 2023

2020

Large-scale spatiotemporal photonic reservoir computer for image classification.

Piotr Antonik, Nicolas Marsal, Damien Rontani

CoRR, 2020

Threshold Plasticity of Hybrid Sİ-VO2 Microring Resonators.

Zhi Wang, Qiang Li, Ziling Fu, Andrew Katumba, Florian Denis-Le Coarer, Damien Rontani, Marc Sciamanna, Peter Bienstman

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

2019

Human action recognition with a large-scale brain-inspired photonic computer.

Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani

Nat. Mach. Intell., 2019

Polarization Dynamics of VCSELs Improves Reservoir Computing Performance.

Jeremy Vatin, Damien Rontani, Marc Sciamanna

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer.

Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer.

Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

Spying on chaos-based cryptosystems with reservoir computing.

Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

High-Speed All-Optical Reservoir Computing Using VCSEL Polarization Dynamics.

Jeremy Vatin, Damien Rontani, Marc Sciamanna

Proceedings of the European Conference on Optical Communication, 2018

2011

Communications with chaotic optoelectronic systems - cryptography and multiplexing.

Damien Rontani

PhD thesis, 2011