Diffractive optical neural network training with arbitrary spatial coherence.
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Updated
Mar 12, 2024 - Python
Diffractive optical neural network training with arbitrary spatial coherence.
Official pytorch implementation of the paper: "Coherence Awareness in Diffractive Neural Networks"
Open-source virtual optical lab in Blender: physics-based wave propagation, diffractive optical neural networks, and pre-registered validation
Code: A. Warke, A. Zhang, A. I. Lvovsky, "Quantum-limited imaging using diffractive optical neural networks," arXiv:2608.12300 [quant-ph] (2026).
Official pytorch implementation of the paper: "Illumination Angular Spectrum Encoding for Controlling the Functionality of Diffractive Networks"
Official pytorch implementation of the paper: "Can the Success of Digital Super-Resolution Networks Be Transferred to Passive All-Optical Systems?" and for "All-optical uncertainty visualization for ill-posed image restoration tasks"
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