Continuous and long-term stabilization of degenerate optical parametric oscillators for large-scale optical hybrid computers

The minimum requirements for an optical reservoir computer, a recent paradigm for computation using simple algorithms, are nonlinearity and internal interactions. A promising optical system satisfying these requirements is a platform based on coupled degenerate optical parametric oscillators (DOPOs)...

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Veröffentlicht in:Optics express 2020-12, Vol.28 (26), p.38553-38566
Hauptverfasser: Ikuta, Takuya, Inagaki, Takahiro, Inaba, Kensuke, Honjo, Toshimori, Kazama, Takushi, Enbutsu, Koji, Kashiwazaki, Takahiro, Kasahara, Ryoichi, Umeki, Takeshi, Takesue, Hiroki
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Sprache:eng
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Zusammenfassung:The minimum requirements for an optical reservoir computer, a recent paradigm for computation using simple algorithms, are nonlinearity and internal interactions. A promising optical system satisfying these requirements is a platform based on coupled degenerate optical parametric oscillators (DOPOs) in a fiber ring cavity. We can expect advantages using DOPOs for reservoir computing with respect to scalability and reduction of excess noise; however, the continuous stabilization required for reservoir computing has not yet been demonstrated. Here, we report the continuous and long-term stabilization of an optical system by introducing periodical phase modulation patterns for DOPOs and a local oscillator. We observed that the Allan variance of the optical phase up to 100 ms was suppressed and that the homodyne measurement signal had a relative standard deviation of 1.4% over 62,500 round trips. The proposed methods represent important technical bases for realizing stable computation on large-scale optical hybrid computers. (C) 2020 Optical Society of America under the terms of the OSA Open Access Publishing Agreement
ISSN:1094-4087
1094-4087
DOI:10.1364/OE.412078