Vladislav Neskorniuk | DeepAI

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research

∙ 04/05/2022

Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication

Autoencoder-based deep learning is applied to jointly optimize geometric...

0 Vladislav Neskorniuk, et al. ∙

research

∙ 07/26/2021

End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model

We present a novel end-to-end autoencoder-based learning for coherent op...

0 Vladislav Neskorniuk, et al. ∙

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