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Advanced Photonics
Vol. 6, Issue 1, 010501 (2024)

OAM-based diffractive all-optical classification

Md Sadman Sakib Rahman^1、2、3 and Aydogan Ozcan^{1、2、3、*}

Author Affiliations

¹University of California, Electrical and Computer Engineering Department, Los Angeles, California, United States

²University of California, Bioengineering Department, Los Angeles, California, United States

³University of California, California NanoSystems Institute (CNSI), Los Angeles, California, United States

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DOI: 10.1117/1.AP.6.1.010501 Cite this Article Set citation alerts

Md Sadman Sakib Rahman, Aydogan Ozcan. OAM-based diffractive all-optical classification[J]. Advanced Photonics, 2024, 6(1): 010501 Copy Citation Text

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References

[1] H. Amrouch et al. Towards reliable in-memory computing: from emerging devices to post-von-Neumann architectures, 1-6(2021).

[2] X. Lin et al. All-optical machine learning using diffractive deep neural networks. Science, 361, 1004-1008(2018).

[3] D. Mengu et al. Analysis of diffractive optical neural networks and their integration with electronic neural networks. IEEE J. Sel. Top. Quantum Electron., 26, 3700114(2020).

[4] J. Li et al. Spectrally encoded single-pixel machine vision using diffractive networks. Sci. Adv., 7, eabd7690(2021).

[5] Y. Luo et al. Computational imaging without a computer: seeing through random diffusers at the speed of light. eLight, 2, 4(2022).

[6] M. S. S. Rahman, A. Ozcan. Time-lapse image classification using a diffractive neural network. Adv. Intell. Syst., 5, 2200387(2023).

[7] Y. Wang et al. Matrix diffractive deep neural networks merging polarization into meta-devices. Laser Photonics Rev., 2300903(2023).

[8] A. M. Yao, M. J. Padgett. Orbital angular momentum: origins, behavior and applications. Adv. Opt. Photonics, 3, 161-204(2011).

[9] X. Fang, H. Ren, M. Gu. Orbital angular momentum holography for high-security encryption. Nat. Photonics, 14, 102-108(2020).

[10] K. Zhang et al. Advanced all-optical classification using orbital-angular-momentum-encoded diffractive networks. Adv. Photonics Nexus, 2, 066006(2023).

[11] D. Mengu et al. Classification and reconstruction of spatially overlapping phase images using diffractive optical networks. Sci. Rep., 12, 8446(2022).

[12] S. Fu et al. Orbital angular momentum comb generation from azimuthal binary phases. Adv. Photonics Nexus, 1, 016003(2022).

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Md Sadman Sakib Rahman, Aydogan Ozcan. OAM-based diffractive all-optical classification[J]. Advanced Photonics, 2024, 6(1): 010501

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