Digital Electronics and Analog Photonics for Convolutional Neural Networks (DEAP-CNNs)

Convolutional Neural Networks (CNNs) are powerful and highly ubiquitous tools for extracting features from large datasets for applications such as computer vision and natural language processing. However, a convolution is a computationally expensive operation in digital electronics. In contrast, neu... View More