Optical reservoir computing with chaotic frequency combs in Kerr microresonators
We present a reservoir computing approach utilizing chaotic optical frequency combs in microresonators, achieving high-dimensional nonlinear mapping for accurate random time series prediction. Our work advances energy efficient, high speed optical neuro-morphic computing architectures.
Authors
- Egor Manuylovich (ORCID: https://orcid.org/0000-0002-5722-0122)
- Auro M. Perego (ORCID: https://orcid.org/0000-0001-5211-6513)
- Morteza Kamalian-Kopae (ORCID: https://orcid.org/0000-0002-6278-976X)
- Negar Shaabani Shishavan
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1364/cleo_at.2025.jps200_125
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00