A free-space PELM achieves 96.56% on MNIST, 95.67% on spoken digit spectrograms, 100% on mushroom classification, and 0.0699 NRMSE on abalone regression using the same optical setup, claimed as the first multimodal free-space PELM.
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2 Pith papers cite this work. Polarity classification is still indexing.
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physics.optics 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Time-domain Maxwell simulations of disordered high-index particle packs yield dynamical, spectral, and spatial signatures consistent with three-dimensional Anderson localization of vector light.
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Multimodal Optical Feature Extraction with a Free-Space Photonic Extreme Learning Machine
A free-space PELM achieves 96.56% on MNIST, 95.67% on spoken digit spectrograms, 100% on mushroom classification, and 0.0699 NRMSE on abalone regression using the same optical setup, claimed as the first multimodal free-space PELM.
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Three-dimensional Anderson localization of light in dielectric disorder
Time-domain Maxwell simulations of disordered high-index particle packs yield dynamical, spectral, and spatial signatures consistent with three-dimensional Anderson localization of vector light.