Optical metasurfaces for general vision processing on the edge

Shanahan, M., McDonell, K. & Reynolds, L. Role play with large language models. Nature 623, 493–498 (2023).

Singhal, K. et al. Large language models encode clinical knowledge. Nature 620, 172–180 (2023).

Shastri, B. J. et al. Photonics for artificial intelligence and neuromorphic computing. Nat. Photonics 15, 102–114 (2021).

Bernstein, L. et al. Single-shot optical neural network. Sci. Adv. 9, eadg7904 (2023).

Zheng, H. et al. Multichannel meta-imagers for accelerating machine vision. Nat. Nanotechnol. 19, 471–478 (2024).

Zheng, H. et al. Meta-optic accelerators for object classifiers. Sci. Adv. 8, eabo6410 (2022).

Luo, M. et al. Meta-optics based parallel convolutional processing for neural network accelerator. Laser Photonics Rev. 18, 2300984 (2024).

Liu, C. et al. A programmable diffractive deep neural network based on a digital-coding metasurface array. Nat. Electron. 5, 113–122 (2022).

Shen, Y. et al. Deep learning with coherent nanophotonic circuits. Nat. Photon. 11, 441–446 (2017).

Ashtiani, F., Geers, A. J. & Aflatouni, F. An on-chip photonic deep neural network for image classification. Nature 606, 501–506 (2022).