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05/26/2023
Equalization in Dispersion-Managed Systems Using Learned Digital Back-Propagation
In this paper, we investigate the use of the learned digital back-propag...
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10/11/2022
Low Complexity Convolutional Neural Networks for Equalization in Optical Fiber Transmission
A convolutional neural network is proposed to mitigate fiber transmissio...
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05/23/2022
Learned Digital Back-Propagation for Dual-Polarization Dispersion Managed Systems
Digital back-propagation (DBP) and learned DBP (LDBP) are proposed for n...
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01/25/2021
Approximating Probability Distributions by ReLU Networks
How many neurons are needed to approximate a target probability distribu...
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11/23/2020