All-optical reservoir computing system based on InGaAsP ring resonators for high-speed identification and optical routing in optical networks

Charis Mesaritakis; Alexandros Kapsalis; Dimitris Syvridis

doi:10.1117/12.2078912

8 February 2015 All-optical reservoir computing system based on InGaAsP ring resonators for high-speed identification and optical routing in optical networks

Charis Mesaritakis, Alexandros Kapsalis, Dimitris Syvridis

Author Affiliations +

Proceedings Volume 9370, Quantum Sensing and Nanophotonic Devices XII; 937033 (2015) https://doi.org/10.1117/12.2078912
Event: SPIE OPTO, 2015, San Francisco, California, United States

Abstract

In this paper an all-optical reservoir computing scheme is modeled, that paves an alternative route to photonic high bit rate header identification in optical networks and allow direct processing in the analog domain. The system consists of randomly interconnected InGaAsP micro-ring-resonators, whereas the computation efficiency of the scheme is based on the ultra-fast Kerr effect and two-photon absorption. Validation of the system’s efficiency is confirmed through detailed numerical modeling and two application orientated benchmark tests that consists in the classification of 32bit digital headers, encoded an NRZ optical pulses, with a bitrate of 240Gbps,and the identification of pseudo-analog patters for real time sensing applications in the analog domain.

Citation Download Citation

Charis Mesaritakis, Alexandros Kapsalis, and Dimitris Syvridis "All-optical reservoir computing system based on InGaAsP ring resonators for high-speed identification and optical routing in optical networks", Proc. SPIE 9370, Quantum Sensing and Nanophotonic Devices XII, 937033 (8 February 2015); https://doi.org/10.1117/12.2078912

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