Hong GUO, Pengcheng DENG, Hui YANG. Application of Deep Learning in Impairments Compensation of Optical Fiber Communication[J]. Study On Optical Communications, 2024, 50(2): 22007501
- Study On Optical Communications
- Vol. 50, Issue 2, 22007501 (2024)
Fig. 1. The structure of single-layer NN structure
Fig. 2. The characteristics of activation function
Fig. 3. The characteristics of Softmax function
Fig. 4. The structure of CNN
Fig. 5. The structure of RNN
Fig. 6. The structure of LSTM NN
Fig. 7. The structure of GAN
Fig. 8. The structure diagram of BiLSTM optical fiber communication model[33]
Fig. 9. The structure of DNN[34]
Fig. 10. The structure of DCNN[35]
Fig. 11. The structure of IPCA-DNN[37]
Fig. 12. The structure of SBRNN[38]
Fig. 13. The basic schematic diagram of sliding window[38]
Fig. 14. The structure of LDBP[40]
Fig. 15. The structure of CNN+RNN[41]
Fig. 16. The structure of AdaNN[42]
Fig. 17. The schematic diagram of sliding window[42]
Fig. 18. The structure of ANN+Adaboost algorithm[43]
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