Broadband Diffractive Neural Networks

Broadband diffractive neural networks that process a continuum of wavelengths for task- specific component design and all-optical inference are presented. This framework is experimentally demonstrated by designing spectral filters and a spatially-controlled demultiplexer at THz wavelengths.