Multi-channel multi-task optical performance monitoring based multi-input multi-output deep learning and transfer learning for SDM

2021 ◽  
pp. 127110
Author(s):  
Shuailong Yang ◽  
Liu Yang ◽  
Fengguang Luo ◽  
Xiaobo Wang ◽  
Bin Li ◽  
...  
Keyword(s):  
Deep Learning ◽  
Transfer Learning ◽  
Performance Monitoring ◽  
Optical Performance ◽  
Optical Performance Monitoring

scholarly journals Transfer learning simplified multi-task deep neural network for PDM-64QAM optical performance monitoring

2020 ◽  
Vol 28 (5) ◽  
pp. 7607 ◽  
Author(s):  
Yijun Cheng ◽  
Wenkai Zhang ◽  
Songnian Fu ◽  
Ming Tang ◽  
Deming Liu
Keyword(s):  
Neural Network ◽  
Transfer Learning ◽  
Deep Neural Network ◽  
Performance Monitoring ◽  
Optical Performance ◽  
Optical Performance Monitoring
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