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Proceedings Paper

All-optical reservoir computing system based on InGaAsP ring resonators for high-speed identification and optical routing in optical networks
Author(s): Charis Mesaritakis; Alexandros Kapsalis; Dimitris Syvridis
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Paper 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.

Paper Details

Date Published: 8 February 2015
PDF: 7 pages
Proc. SPIE 9370, Quantum Sensing and Nanophotonic Devices XII, 937033 (8 February 2015); doi: 10.1117/12.2078912
Show Author Affiliations
Charis Mesaritakis, National and Kapodistrian Univ. of Athens (Greece)
Alexandros Kapsalis, National and Kapodistrian Univ. of Athens (Greece)
Dimitris Syvridis, National and Kapodistrian Univ. of Athens (Greece)


Published in SPIE Proceedings Vol. 9370:
Quantum Sensing and Nanophotonic Devices XII
Manijeh Razeghi; Eric Tournié; Gail J. Brown, Editor(s)

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