Mr. Ian Bauwens Profile

Ian Bauwens

PhD Student at Vrije Univ Brussel

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Publications (3)

Proceedings Article | 18 June 2024 Poster + Paper

Cascading photonic reservoirs with deep neural networks increases computational performance

Ian Bauwens, Guy Van der Sande, Peter Bienstman, Guy Verschaffelt

Proceedings Volume 13017, 1301710 (2024) https://doi.org/10.1117/12.3017209

KEYWORDS: Artificial neural networks, Neural networks, Semiconductor lasers, Reservoir computing, Machine learning, Photonics systems, Network architectures

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Proceedings Article | 18 June 2024 Poster + Paper

Increasing the nonlinear computational capacity of a spatial photonic reservoir computing system

Ian Bauwens, Krishan Harkhoe, Emmanuel Gooskens, Peter Bienstman, Guy Verschaffelt, Guy Van der Sande

Proceedings Volume 13017, 1301717 (2024) https://doi.org/10.1117/12.3022352

KEYWORDS: Reservoir computing, Computing systems, Semiconductor lasers, Optical computing, Network architectures, Complex systems

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Proceedings Article | 26 May 2022 Poster + Paper

Impact of phase modulation on the performance of photonic delay-based reservoir computing with semiconductor lasers

Ian Bauwens, Krishan Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van der Sande

Proceedings Volume 12143, 121430L (2022) https://doi.org/10.1117/12.2626778

KEYWORDS: Semiconductor lasers, Modulators, Phase modulation, Modulation, Optical computing, Photonics systems

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