학술논문

Design and Operation of Coherent Pulse Stacking Amplification as a Deep Recurrent Neural Network
Document Type
Conference
Source
2021 Conference on Lasers and Electro-Optics (CLEO) Lasers and Electro-Optics (CLEO), 2021 Conference on. :1-2 May, 2021
Subject
Photonics and Electrooptics
Training
Recurrent neural networks
Stacking
Laser stability
Lasers and electrooptics
Real-time systems
Time-domain analysis
Language
Abstract
We show equivalence of coherent pulse stacking system to a deep recurrent neural network, and experimentally demonstrate real-time learning on stacking cavities and input pulses, necessary for high fidelity coherent temporal combining with ∼10 2 pulses.