2 papers
cs.NE2019
Efficient training and design of photonic neural network through neuroevolution
Tian Zhang, Jia Wang, Yihang Dan +5
Recently, optical neural networks (ONNs) integrated in photonic chips has received extensive attention because they are expected to implement the same pattern recognition tasks in…
physics.optics2018
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…