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12/09/2022
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays
In this work, we demonstrate the offline FPGA realization of both recurr...
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08/26/2022
Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation
In this paper, a new methodology is proposed that allows for the low-com...
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06/24/2022
Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems
For the first time, recurrent and feedforward neural network-based equal...
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02/25/2022
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems
We introduce the domain adaptation and randomization approach for calibr...
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09/17/2021
