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    3. Photonic Reservoir Computing: Optical Recurrent Neural Networks

    Photonic Reservoir Computing: Optical Recurrent Neural Networks

    Posted By: Free butterfly
    Date: 27 Feb 2025 12:04:37
    Photonic Reservoir Computing: Optical Recurrent Neural Networks

    Photonic Reservoir Computing: Optical Recurrent Neural Networks by Daniel Brunner, Miguel C. Soriano, Guy Van der Sande
    English | July 8, 2019 | ISBN: 3110582007 | 277 pages | MOBI | 12 Mb

    Photonics has long been considered an attractive substrate for next generation implementations of machine-learning concepts. Reservoir Computing tremendously facilitated the realization of recurrent neural networks in analogue hardware. This concept exploits the properties of complex nonlinear dynamical systems, giving rise to photonic reservoirs implemented by semiconductor lasers, telecommunication modulators and integrated photonic chips.

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