Chenying Yang

Synthetic Nonlinearity in Diffractive Optical Networks via Input‐Adaptive Modulation for Intelligent Vision

This work proposes an adaptive modulation strategy driven by the initial input that synthesizes effective nonlinearity within a standard linear optical framework, and reveals that shallow nonlinear architectures can outperform significantly deeper linear counterparts, demonstrating that computational nonlinearity can effectively substitute physical depth.