A single diffractive layer with encoder-decoder co-localization achieves universal approximation of band-limited nonlinear functions via coherent interference under coherent illumination.
Fully nonlinear neuromorphic computing with linear wave scattering
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Breaking the Cascade: Compact Nonlinear Optical Computing with Single-Layer Encoder-Decoder Co-Localization
A single diffractive layer with encoder-decoder co-localization achieves universal approximation of band-limited nonlinear functions via coherent interference under coherent illumination.