Caption Optical convolution kernel based on the volatile-modulation-compatible photonic memory: (a) Schematic architecture of a 4×4 OCK. The inset is the discrete device of OCK. (b) The ...

This development addresses the long-standing issue in AI known as the large kernel problem ... using standard image classification datasets (CIFAR-100, TinyImageNet), L p-Convolution significantly ...