Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group

Complex Exponential Neural Network for Optical System

Not Accessible

Your library or personal account may give you access

Abstract

We introduce a wave-like exponential neural network (ENN) which is just enough to accurately describe optical systems. Results are compared to a fully connected neural network.

© 2021 The Author(s)

PDF Article  |   Presentation Video
More Like This
Fourier Optic Convolutional Neural Network

Mario Miscuglio, Zibo Hu, Shurui Li, Puneet Gupta, Hamed Dalir, and Volker J. Sorger
ITh5D.6 Imaging Systems and Applications (ISA) 2021

Complex Fully Connected Neural Networks for Nonlinearity Compensation in Long-Haul Transmission Systems

Stepan Bogdanov and Oleg Sidelnikov
ci_p_7 The European Conference on Lasers and Electro-Optics (CLEO_Europe) 2021

Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications

Pedro J. Freire, Yevhenii Osadchuk, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Nelson Costa, Jaroslaw E. Prilepsky, and Sergei K. Turitsyn
M5H.5 Asia Communications and Photonics Conference (ACPC) 2021

References

You do not have subscription access to this journal. Citation lists with outbound citation links are available to subscribers only. You may subscribe either as an Optica member, or as an authorized user of your institution.

Contact your librarian or system administrator
or
Login to access Optica Member Subscription

Presentation Video

Presentation video access is available to:

  1. Optica Publishing Group subscribers
  2. Technical meeting attendees
  3. Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads


More Like This
Fourier Optic Convolutional Neural Network

Mario Miscuglio, Zibo Hu, Shurui Li, Puneet Gupta, Hamed Dalir, and Volker J. Sorger
ITh5D.6 Imaging Systems and Applications (ISA) 2021

Complex Fully Connected Neural Networks for Nonlinearity Compensation in Long-Haul Transmission Systems

Stepan Bogdanov and Oleg Sidelnikov
ci_p_7 The European Conference on Lasers and Electro-Optics (CLEO_Europe) 2021

Experimental Evaluation of Computational Complexity for Different Neural Network Equalizers in Optical Communications

Pedro J. Freire, Yevhenii Osadchuk, Antonio Napoli, Bernhard Spinnler, Wolfgang Schairer, Nelson Costa, Jaroslaw E. Prilepsky, and Sergei K. Turitsyn
M5H.5 Asia Communications and Photonics Conference (ACPC) 2021

Select as filters


Select Topics Cancel
© Copyright 2022 | Optica Publishing Group. All Rights Reserved