Complexity reduction over bi-RNN-based Kerr nonlinearity equalization in dual-polarization fiber-optic communications via a CRNN-based approach
Abtin Shahkarami
Networking and Internet Architecture [cs.NI]. Institut Polytechnique de Paris, 2022. English.
⟨NNT : 2022IPPAT034⟩
Thèse
tel-03842470v1
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Efficient Deep Learning of Nonlinear Fiber-Optic Communications Using a Convolutional Recurrent Neural Network
Abtin Shahkarami
,
Mansoor Yousefi
,
Yves Jaouën
20th IEEE International Conference on Machine Learning and Applications (ICMLA 2021) , IEEE, Dec 2021, Pasadena, CA, United States.
⟨10.1109/icmla52953.2021.00112⟩
Communication dans un congrès
hal-03574305v1
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Attention-Based Neural Network Equalization in Fiber-Optic Communications
Abtin Shahkarami
,
Mansoor Yousefi
,
Yves Jaouën
Article dans une revue
hal-03585118v1
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Complexity reduction over Bi-RNN-based nonlinearity mitigation in dual-pol fiber-optic communications via a CRNN-based approach
Abtin Shahkarami
,
Mansoor Yousefi
,
Yves Jaouën
Article dans une revue
hal-04253098v1
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