Photonics Research, Volume. 13, Issue 9, 2641(2025)

All-optical spiking processing and reservoir computing with a passive silicon microring and wavelength-time division multiplexing

Giovanni Donati1、*, Stefano Biasi2, Lorenzo Pavesi1, and Antonio Hurtado1
Author Affiliations
  • 1Institute of Photonics, Department of Physics, University of Strathclyde, Glasgow G1 1XQ, UK
  • 2Nanoscience Laboratory, Department of Physics, University of Trento, Trento 38122, Italy
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    References(40)

    [8] J. Schemmel, L. Kriener, P. Müller. An accelerated analog neuromorphic hardware system emulating NMDA-and calcium-based non-linear dendrites. International Joint Conference on Neural Networks (IJCNN), 2217-2226(2017).

    [29] H. Jaeger. The “echo state” approach to analysing and training recurrent neural networks-with an erratum note, 13(2001).

    [32] W. Gerstner, W. M. Kistler. Spiking Neuron Models: Single Neurons, Populations, Plasticity(2002).

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    Giovanni Donati, Stefano Biasi, Lorenzo Pavesi, Antonio Hurtado, "All-optical spiking processing and reservoir computing with a passive silicon microring and wavelength-time division multiplexing," Photonics Res. 13, 2641 (2025)

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    Paper Information

    Category: Integrated Optics

    Received: Jan. 29, 2025

    Accepted: Jun. 28, 2025

    Published Online: Aug. 28, 2025

    The Author Email: Giovanni Donati (giovanni.donati@strath.ac.uk)

    DOI:10.1364/PRJ.558405

    CSTR:32188.14.PRJ.558405

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