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Browsing by Author "Bauwens, Ian"

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

    Bauwens, Ian
    ;
    Harkhoe, Krishan
    ;
    Bienstman, Peter  
    ;
    Verschaffelt, Guy
    ;
    van der Sande, Guy
    Proceedings paper
    2022, Conference on Nonlinear Optics and Its Applications, APR 03-MAY 20, 2022, p.Art. 121430L
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    Influence of the input signal's phase modulation on the performance of optical delay-based reservoir computing using semiconductor lasers

    Bauwens, Ian
    ;
    Harkhoe, Krishan
    ;
    Bienstman, Peter  
    ;
    Verschaffelt, Guy
    ;
    Van der Sande, Guy
    Journal article
    2022, OPTICS EXPRESS, (30) 8, p.13434-13446
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    Transfer learning for photonic delay-based reservoir computing to compensate parameter drift

    Bauwens, Ian
    ;
    Harkhoe, Krishan
    ;
    Bienstman, Peter  
    ;
    Verschaffelt, Guy
    ;
    Van der Sande, Guy
    Journal article
    2023, NANOPHOTONICS, (12) 5, p.949-961
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    Use of a Simple Passive Hardware Mask to Replace the Digital Masking Procedure in Photonic Delay-Based Reservoir Computing

    Bauwens, Ian
    ;
    Bienstman, Peter  
    ;
    Verschaffelt, Guy
    ;
    Van der Sande, Guy
    Journal article
    2025-MAY-JUN, IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, (31) 3, p.1-12
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    Using photonic reservoirs as preprocessors for deep neural networks

    Bauwens, Ian
    ;
    van der Sande, Guy
    ;
    Bienstman, Peter  
    ;
    Verschaffelt, Guy
    Journal article
    2022, FRONTIERS IN PHYSICS, 10, p.1051941

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