Journal
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS
Volume 24, Issue 6, Pages -Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/JSTQE.2018.2836985
Keywords
Reservoir computing; silicon photonics; ring resonators
Categories
Funding
- BELSPO IAP [P7-35]
- EU Horizon 2020 PHRESCO [688579]
- Fondation Supelec
- Prefecture de Region Grand-Est
- Region Grand-Est
- Metz Metropole
- Departement de la Moselle
- AIRBUS GDI Simulation, through the Chair in Photonics
- AIRBUS GDI Simulation, through the PIANO project
- AFOSR [FA-9550-15-1-0279, FA9550-17-1-0072]
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We present in our work numerical results on the performance of a 4 x 4 swirl-topology photonic reservoir integrated on a silicon chip. Nonlinearmicroring resonators are used as nodes. We analyze the performance of such a reservoir on a classical non-linear Boolean task (the delayed XOR task) for: various designs of the reservoir in terms of lengths of the waveguides between consecutive nodes, and various injection parameters (injected power and optical detuning). From this analysis, we find that this kind of reservoir can perform-for a large variety of parameters-the delayed XOR task at 20 Gb/s with bit error rates lower than 10(-3) and an averaged injection power lower than 2.5 mW.
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