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Sergei K. Turitsyn

Geometric Clustering for Hardware-Efficient Implementation of Chromatic Dispersion Compensation

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Sep 16, 2024
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Multi-Task Learning to Enhance Generazability of Neural Network Equalizers in Coherent Optical Systems

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Jul 04, 2023
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Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers

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May 16, 2023
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Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays

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Dec 09, 2022
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Knowledge Distillation Applied to Optical Channel Equalization: Solving the Parallelization Problem of Recurrent Connection

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Dec 08, 2022
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Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation

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Aug 26, 2022
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Computational Complexity Evaluation of Neural Network Applications in Signal Processing

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Jun 24, 2022
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Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems

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Jun 24, 2022
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Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication

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Apr 05, 2022
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Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems

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Feb 25, 2022
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