Reducing Training Time of Deep Learning Based Digital Backpropagation by Stacking

A method for reducing the training time of a deep learning based digital backpropagation (DL-DBP) is presented. The method is based on dividing a link into smaller sections. A smaller section is then compensated by the DL-DBP algorithm and the same trained model is then reapplied to the subsequent s...

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Bibliographic Details
Main Authors: Baeuerle, B. (Author), Bitachon, B.I (Author), Eppenberger, M. (Author), Leuthold, J. (Author)
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineers Inc. 2022
Subjects:
Online Access:View Fulltext in Publisher