194 citations · 609 across the 9 of their papers we have counts for
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eess.SP2018★ 76 cited
Intelligent optical performance monitor using multi-task learning based artificial neural network
Zhiquan Wan, Zhenming Yu, Liang Shu +3
An intelligent optical performance monitor using multi-task learning based artificial neural network (MTL-ANN) is designed for simultaneous OSNR monitoring and modulation format id…
physics.optics2018★ 170 cited
Efficient spectrum prediction and inverse design for plasmonic waveguide systems based on artificial neural networks
Tian Zhang, Jia Wang, Qi Liu +6
In this article, we propose a novel approach to achieve spectrum prediction, parameter fitting, inverse design and performance optimization for the plasmonic waveguide coupled with…