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

SOA-based all-optical neuron with reconfigurable nonlinear activation functions

Not Accessible

Your library or personal account may give you access

Abstract

We propose an all-optical neuron based on the self-induced polarization rotation in a semiconductor optical amplifier, which achieves reconfigurable nonlinear activation functions by tuning the initial state of polarization of input signal.

© 2022 The Author(s)

PDF Article  |   Presentation Video
More Like This
Optical Nonlinear Activation Functions Based on MZI-Structure for Optical Neural Networks

Qiang Li, Shengping Liu, Yang Zhao, Wei Wang, Ye Tian, Junbo Feng, and Jin Guo
T4D.4 Asia Communications and Photonics Conference (ACP) 2020

All-Optical Reconfigurable Low-Threshold Nonlinear Activation Functions for High-Precision Neural Network

Y. Peng, Y. Yuan, S. Cheung, T. Van Vaerenbergh, W. V. Sorin, G. Kurczveil, Aashu Jha, Z. Huang, M. Fiorentino, and R. G. Beausoleil
FW6E.3 Frontiers in Optics (FiO) 2023

Experimental demonstration of an optical neuron with a logistic Sigmoid activation function

George Mourgias-Alexandris, Apostolos Tsakyridis, Nikolaos Passalis, Anastasios Tefas, and Nikos Pleros
Th2A.37 Optical Fiber Communication Conference (OFC) 2019

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
Optical Nonlinear Activation Functions Based on MZI-Structure for Optical Neural Networks

Qiang Li, Shengping Liu, Yang Zhao, Wei Wang, Ye Tian, Junbo Feng, and Jin Guo
T4D.4 Asia Communications and Photonics Conference (ACP) 2020

All-Optical Reconfigurable Low-Threshold Nonlinear Activation Functions for High-Precision Neural Network

Y. Peng, Y. Yuan, S. Cheung, T. Van Vaerenbergh, W. V. Sorin, G. Kurczveil, Aashu Jha, Z. Huang, M. Fiorentino, and R. G. Beausoleil
FW6E.3 Frontiers in Optics (FiO) 2023

Experimental demonstration of an optical neuron with a logistic Sigmoid activation function

George Mourgias-Alexandris, Apostolos Tsakyridis, Nikolaos Passalis, Anastasios Tefas, and Nikos Pleros
Th2A.37 Optical Fiber Communication Conference (OFC) 2019

A Reconfigurable All-Optical VPN Based on XGM Effect of SOA in WDM PON

Xiaofeng Hu, Liang Zhang, Pan Cao, Tao Wang, and Yikai Su
79880O Asia Communications and Photonics Conference and Exhibition (ACP) 2010

Reconfigurable all-optical logic gate based on a single SOA with improved dynamics

Gianluca Berrettini, Antonio Malacarne, Paolo Ghelfi, Antonella Bogoni, and Luca Potì
OFJ5 Optical Fiber Communication Conference (OFC) 2006

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.