Author

Jia-Yong Peng

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Preprint Sep 2026

Meta-Optics-Based Diffractive Learning Machine for Angle-Multiplexed Multi-Task Processing

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-task processing remains limited. Here, we experimentally demonstrate a large-scale metasurface-based diffractive learning machine for angle-mu...

Ming-Cheng Luo, Jian-Min Xiong, Jia-Yong Peng et al. · 0 citations

#artificial intelligence Open access Sep 2026

Microrings as programmable temporal kernels enabling photonic AI beyond 100 Gbaud

This work redefine MRRs as programmable temporal convolution kernels by exploiting their impulse responses, enabling computation beyond the resonance linewidth, and realizes a multi-channel MRR convolution engine with 120.8 TOPS throughput and reduce the hardware complexity.

Shao-Jie Liu, Teng-Ji Xu, Ben-Shan Wang et al. · Nature Communications · 0 citations