Polarization Demultiplexing and Optical Nonlinearity Compensation Based on Artificial Neural Networks and FIR Filters

2019 ◽  
Author(s):  
Yuichiro Kurokawa ◽  
Takeru Kyono ◽  
Yuta Fukumoto ◽  
Noriki Sumimoto ◽  
Moriya Nakamura
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Optical Nonlinearity ◽  
Fir Filters ◽  
Nonlinearity Compensation ◽  
Artificial Neural

scholarly journals Polarization demultiplexing and optical nonlinearity compensation based on artificial neural networks

2019 ◽  
Vol 8 (12) ◽  
pp. 542-547 ◽  
Author(s):  
Yuichiro Kurokawa ◽  
Takeru Kyono ◽  
Yuta Fukumoto ◽  
Noriki Sumimoto ◽  
Moriya Nakamura
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Optical Nonlinearity ◽  
Nonlinearity Compensation ◽  
Artificial Neural

Optical Nonlinearity Monitoring and Launch Power Optimization by Artificial Neural Networks

2020 ◽  
Vol 38 (9) ◽  
pp. 2637-2645 ◽  
Author(s):  
Matteo Lonardi ◽  
Jelena Pesic ◽  
Philippe Jenneve ◽  
Petros Ramantanis ◽  
Nicola Rossi ◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Power Optimization ◽  
Optical Nonlinearity ◽  
Artificial Neural
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