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Mingcheng Luo

3 papers hereh-index 3299 citations10 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • physics.optics3

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedControl-free and efficient integrated photonic neural networks via hardware-aware training and pruning

1 citations · 1 across the 2 of their papers we have counts for

collaborators

3 papers

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.optics2024★ 1 cited

Control-free and efficient integrated photonic neural networks via hardware-aware training and pruning

Tengji Xu, Weipeng Zhang, Jiawei Zhang +8

Integrated photonic neural networks (PNNs) are at the forefront of AI computing, leveraging on light's unique properties, such as large bandwidth, low latency, and potentially low…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.