Towards On-Device Learning and Reconfigurable Hardware Implementation for Encoded Single-Photon Signal Processing

Zhenya Zang, Xingda Li, David Day Uei Li

Deep neural networks (DNNs) enhance the accuracy and efficiency of reconstructing key parameters from time-resolved photon arrival signals recorded by single-photon detectors. Howe…