Convolutional Neural Networks (ConvNets or CNNs) are a class of neural networks algorithms that are mostly used in visual recognition tasks such as image classification, object detection, and image ...

Abstract: This work experimentally demonstrates a convolution compression method to realize scalable and energy-efficient photonic neural networks. Our method achieves a 52-fold reduction in the ...