LASER STABILITY CONTROL WITH THE HELP OF A PERCEPTRON
We proposed and trained a feedforward neural network (multilayer perceptron) that can be used for the stability control of a semiconductor laser. The developed network was trained to approximate a proportional–integral–derivative (PID) controller. Hyperparameters tuning allowed to achieve mean square error.
Authors
- Sergey V. Sukhov (ORCID: https://orcid.org/0000-0002-8966-6030)
- Pavel Itrin (ORCID: https://orcid.org/0000-0002-7198-0646)
- M.D. Hajrullov
- I.S. Paniaev
Publication Details
- Published
- 2024-10-21
- DOI
- https://doi.org/10.61527/appfe-2024.52-53
- Primary Topic
- Advanced Fiber Optic Sensors
- Type
- article
- Field-Weighted Citation Impact
- 0.00