Damien Rontani

Laboratory

Optical Materials, Photonics and Systems Laboratory

Website

Publications (76)

Proceedings 05/02/2026

Towards a Quantum Generative Graph-Based Clustering for Molecule Discovery

Julien Rauch , Damien Rontani , Stephane Vialle

Article in a journal 17/12/2025

Photonic reservoir computing: A thematic review

Mohab Abdalla , Guy van der Sande , Apostolos Argyris , Fabio Pavanello , Miguel Cornelles Soriano , Damien Rontani

Article in a journal 01/01/2025

Reservoir computing with state-dependent time delay

G. Danilenko , A. Kovalev , D. Citrin , Alexandre Locquet , D. Rontani , E. Viktorov , Damien Rontani

Article in a journal 01/01/2025

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

Julien Rauch , Damien Rontani , Stephane Vialle

Communication at a conference 18/09/2024

Investigating parallel execution of quantum Machine Learning circuits on superconducting hardware

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

Proceedings 01/08/2024

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

Julien Rauch , Damien Rontani , Stephane Vialle

Article in a journal 02/07/2024

Nonlinear dynamics of a laser diode subjected to both optical injection and optical feedback

Damien Rontani , Marc Sciamanna

Article in a journal 01/11/2023

Resonant properties of the memory capacity of a laser-based reservoir computer with filtered optoelectronic feedback

Gleb Danilenko , Anton Kovalev , Evgeny Viktorov , Alexandre Locquet , David S. Citrin , Damien Rontani

Article in a journal 01/07/2023

THz-Based monitoring of the deformation of the inner woven structure of glass fiber reinforced polymers

Pascal Pomarède , Jaume Calvo-de la Rosa , Fodil Meraghni , David S. Citrin , Alexandre Locquet , Damien Rontani

Conference poster 26/06/2023

High-resolution consistency analysis for performance evaluation of photonic time-delay reservoir computers

Damien Rontani , Marc Sciamanna

Article in a journal 01/06/2023

Determination of the process-induced microstructure of woven glass fabric reinforced polyamide 6.6/6 composite using terahertz pulsed imaging

J. Calvo-de la Rosa , Pascal Pomarède , P. Antonik , Fodil Meraghni , DS Citrin , D. Rontani , A. Locquet , Damien Rontani

Article in a journal 12/05/2023

High-resolution dynamic consistency analysis of photonic time-delay reservoir computer

Damien Rontani , Marc Sciamanna

Communication at a conference 07/05/2023

Chaotic dynamics of a broad-area VCSEL

Stefan Bittner , Damien Rontani , Marc Sciamanna

Article in a journal 17/01/2023

Impact of filtering on photonic time-delay reservoir computing

G. Danilenko , A. Kovalev , E. Viktorov , A. Locquet , D. Citrin , D. Rontani , Damien Rontani

Communication at a conference 01/01/2022

Characterization of Optical Chaos in Mid-Infrared Interband Cascade Lasers: Towards High-Speed Free-Space Applications

O. Spitz , Shihao Zhao , D. Díaz-Thomas , L. Cerutti , A. Baranov , D. Rontani , Frédéric Grillot , Damien Rontani

Communication at a conference 16/11/2021

Impact of low-pass filtering effect on a delay-based photonic reservoir computer

GO Danilenko , AV Kovalev , A. Locquet , EA Viktorov , Damien Rontani

Article in a journal 21/06/2021

Nanocontact vortex oscillators based on Co$_2$MnGe pseudo spin valves

Jeremy Létang , Claudia de Melo , Charles Guillemard , Aymeric Vecchiola , S. Petit-Watelot , Myoung-Woo Yoo , Thibaut Devolder , Karim Bouzehouane , Vincent Cros , Stéphane Andrieu , Joo-Von Kim , Damien Rontani

Article in a journal 01/01/2021

Bayesian Optimization of Large-scale Photonic Reservoir Computers

Daniel Brunner , Nicolas Marsal , Damien Rontani

Communication at a conference 02/11/2020

Reservoir computing based on laser subject to optoelectronic feedback

Pavel Dmitriev , Anton Kovalev , A. Locquet , D. Citrin , Evgeny Viktorov , Damien Rontani

Communication at a conference 06/04/2020

Predicting chaotic time series using optoelectronic laser feedback

Pavel S. Dmitriev , Anton V Kovalev , A. Locquet , David S Citrin , Evgeny A Viktorov , Damien Rontani

Communication at a conference 29/03/2020

Automatic classification of video using a scalable photonic neuro-inspired architecture

Daniel Brunner , Damien Rontani , Nicolas Marsal

Article in a journal 30/01/2020

Pattern generation and symbolic dynamics in a nanocontact vortex oscillator

Myoung-Woo Yoo , Jeremy Létang , S. Petit-Watelot , Thibaut Devolder , Karim Bouzehouane , Vincent Cros , Joo-Von Kim , Damien Rontani , Marc Sciamanna

Article in a journal 01/01/2020

Impact of optical coherence on the performance of large-scale spatiotemporal photonic reservoir computing systems

Romain Modeste Nguimdo , Nicolas Marsal , Damien Rontani

Article in a journal 01/01/2020

Experimental realization of dual task processing with a photonic reservoir computer

Jeremy Vatin , Damien Rontani , Marc Sciamanna

Article in a journal 01/01/2020

Large-Scale Spatiotemporal Photonic Reservoir Computer for Image Classification

Nicolas Marsal , Damien Rontani

Article in a journal 12/11/2019

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

Daniel Brunner , Nicolas Marsal , Damien Rontani

Article in a journal 01/10/2019

Chaos in Magnetic Nanocontact Vortex Oscillators

Thibaut Devolder , S. Petit-Watelot , Karim Bouzehouane , Stéphane Andrieu , Jeremy Létang , Myoung-Woo Yoo , Jean-Paul Adam , Claude Chappert , Stephanie Girod , Vincent Cros , Joo-Von Kim , Damien Rontani , Marc Sciamanna

Communication at a conference 17/09/2019

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

Daniel Brunner , Nicolas Marsal , Damien Rontani

Communication at a conference 17/09/2019

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

Daniel Brunner , Nicolas Marsal , Damien Rontani

Article in a journal 10/06/2019

Chaotic dynamics in a macrospin spin-torque nano-oscillator with delayed feedback

Jerome Williame , Artur Difini Accioly , Joo-Von Kim , Damien Rontani , Marc Sciamanna