Automatic calibration of silicon ring-based optical switch powered by machine learning

W Gao, L Lu, L Zhou, J Chen - Optics Express, 2020 - opg.optica.org
Calibrating ring-based optical switches automatically is strongly demanded in large-scale
ring-based optical switch fabrics. Supported by a machine-learning algorithm, we build an …

Calibration of a 2× 2 optical switch based on the back-propagation artificial neural network

W Gao, L Lu, L Zhou, J Chen - 2019 18th International …, 2019 - ieeexplore.ieee.org
We propose a method to calibrate 2× 2 dual-ring assisted Mach-Zehnder interferometer
switches based on a back-propagation artificial neural network (BP-ANN). The DR-MZI …