Researcher
Jaël Pauwels
- Keywords:Information and communication technology, Earth sciences and geography
- Disciplines:Photonics, optoelectronics and optical communications, Neuromorphic computing
Affiliations
- Physics (Department)
Member
From15 Mar 2022 → 29 Feb 2024 - Physics (Department)
Member
From15 Mar 2022 → 20 Oct 2022 - Applied Physics and Photonics (Department)
Member
From1 Oct 2021 → 31 Dec 2021 - Applied Physics and Photonics (Department)
Member
From1 Oct 2017 → 30 Sep 2021 - Applied Physics and Photonics (Department)
Member
From1 Oct 2016 → 31 Dec 2021 - Faculty of Engineering (Faculty)
Member
From12 Sep 2016 → 8 Sep 2021 - Faculty of Engineering (Faculty)
Member
From15 Sep 2014 → 1 Jul 2016
Publications
1 - 10 of 17
- Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation(2021)
Authors: Jaël Pauwels, Guy Van Der Sande, Guy Verschaffelt, Serge Massar
- Time-multiplexed optical systems for reservoir computing and coherent Ising machines(2021)Series: Emerging Topics in Artificial Intelligence (ETAI)Volume: 11804
Authors: Guy Van Der Sande, Fabian Böhm, Krishan Kumar Harkhoe, Jaël Pauwels, Peter Bienstman, Thomas Van Vaerenbergh, Guy Verschaffelt
Number of pages: 9 - High-performance optical reservoir computing based on spatially extended systems(2021)
Authors: Jaël Pauwels, Guy Van Der Sande, Guy Verschaffelt
- Time-multiplexed photonic reservoir computing(2020)Series: Proceedings of SPIE - The International Society for Optical EngineeringVolume: 11299
Authors: Guy Van Der Sande, Krishan Kumar Harkhoe, Jaël Pauwels, Guy Verschaffelt
Number of pages: 8 - Space division multiplexing in standard multi-mode optical fibers based on speckle pattern classification(2019)
Authors: Jaël Pauwels, Guy Van Der Sande, Guy Verschaffelt
Pages: 1-9 - Distributed nonlinearity in all-optical fiber-ring reservoir computer(2019)
Authors: Jaël Pauwels, Guy Verschaffelt, Serge Massar, Guy Van Der Sande
- Phase noise robustness of a spatially parallel optical reservoir computer(2019)
Authors: Romain Alata, Jaël Pauwels, Guy Van Der Sande, Arno Bouwens, Marc Haelterman, Serge Massar
Pages: 75-78Number of pages: 4 - High performance optical reservoir computing based on spatially extended systems(2019)
Authors: Jaël Pauwels, Serge Massar
Pages: jsi_p_2-jsi_p_2 - Phase noise robustness of a coherent spatially parallel optical reservoir(2019)
Authors: Romain Alata, Jaël Pauwels, Marc Haelterman, Serge Massar
Pages: 1-10 - Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronization and cryptography(2018)
Authors: Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Serge Massar