Abstract:
We assess the benefits of transfer learning based on artificial neural networks (ANN) using unbiased training data sets for Qo T-estimation of unestablished light paths. ...Show MoreMetadata
Abstract:
We assess the benefits of transfer learning based on artificial neural networks (ANN) using unbiased training data sets for Qo T-estimation of unestablished light paths. This study considers transfer learning from the CONUS topology and from an unbiased training data set to the Germany50 topology.
Date of Conference: 06-10 December 2020
Date Added to IEEE Xplore: 04 February 2021
ISBN Information: