High-Speed and High-Precision Optical Fourier Convolutional Neural Network Based on Multidimensional Control
We introduce a high-speed, high-precision optical Fourier convolutional neural network with up to 10 kHz processing speed. Evaluations on MNIST, CIFAR-10, and a remote sensing dataset show superior performance with simultaneous amplitude and phase control.
Authors
- Hongxiang Guo (ORCID: https://orcid.org/0000-0002-7009-6699)
- Jian Wu (ORCID: https://orcid.org/0000-0002-3394-1507)
- Peilin Li (ORCID: https://orcid.org/0000-0001-7987-2984)
- Huixin Jia
- Shunxin Song
- Peishuo Wang
Institutions
- Beijing University of Posts and Telecommunications (CN)
- State Key Laboratory of Information Photonics and Optical Communications
Publication Details
- Published
- 2024-11-02
- DOI
- https://doi.org/10.1109/acp/ipoc63121.2024.10809771
- Primary Topic
- Optical Systems and Laser Technology
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Key Research and Development Program of China