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physics.optics2026
Meta-Optics-Based Diffractive Learning Machine for Angle-Multiplexed Multi-Task Processing
Mingcheng Luo, Jianmin Xiong, Jiayong Peng +4
All-optical diffractive neural networks (DNNs) offer low latency, low energy consumption, and massive parallelism. However, their scalability in terms of network scale and multi-ta…
physics.optics2025
Large-scale artificial intelligence with 41 million nanophotonic neurons on a metasurface
Mingcheng Luo, Meirui Jiang, Bhavin J. Shastri +8
Conventional integrated circuits (ICs) struggle to meet the escalating demands of artificial intelligence (AI). This has sparked a renewed interest in an unconventional computing p…
physics.optics2022
The omnidirectional receiver for UWOC systems based on the diffractive deep neural network
Jianmin Xiong, Jingxuan Cheng, Huan Deng +6
The link alignment requirement in underwater wireless optical communication (UWOC) systems is a knotty problem. The diffractive deep neural network (D2NN) has shown great potential…