Hangbo Yang

Investigating and Scale-up of Programmable On-chip Photonic Convolution Neural Networks Based on Joint Transform Correlator

2023

We design, fabricate and investigate programmable on-chip photonic convolution neural networks based on the joint transform correlator. Its scale-up prospect is also demonstrated.

Enhancing and up-scaling of integrated photonic 4F convolution neural networks

2024

Convolution neural networks (CNNs) have garnered significant attention in today's digital world due to their remarkable ability to analyze medical images, recognize speech, translate languages, and make intelligent decisions. However, the convolution operation, which plays …