Image recognition powered by photonic reservoir computation
Boson sampling has demonstrated quantum advantage yet struggled to find real world practical applications. We show these processors generate the complex dynamics necessary to power quantum reservoir computing and utilize it for various image recognition and classification tasks.
Authors
- William J. Munro (ORCID: https://orcid.org/0000-0003-1835-2250)
- Aoi Hayashi
- Hon Wai Lau
- Kae Nemoto (ORCID: https://orcid.org/0000-0003-3938-0808)
- Akitada Sakurai (ORCID: https://orcid.org/0000-0001-9292-3408)
Institutions
- Okinawa Institute of Science and Technology Graduate University (JP)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1364/quantum.2025.qtu4a.5
- Primary Topic
- Neural Networks and Reservoir Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.00