Transfer Function Optimization for a Nonlinear-optical Loop Mirror (NOLM)-based Optical Reservoir

Shouqi Zhang; Yue Song; Feng Wen; Feng Yang; Baojian Wu

doi:10.1364/FIO.2020.FW5A.3

Frontiers in Optics / Laser Science
OSA Technical Digest (Optica Publishing Group, 2020),
paper FW5A.3
•https://doi.org/10.1364/FIO.2020.FW5A.3

Transfer Function Optimization for a Nonlinear-optical Loop Mirror (NOLM)-based Optical Reservoir

Shouqi Zhang, Yue Song, Feng Wen, Feng Yang, and Baojian Wu

Frontiers in Optics 2020

Washington, DC United States
14–17 September 2020
ISBN: 978-1-943580-80-4

From the session
Information Acquisition and Processing I (FW5A)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
S. Zhang, Y. Song, F. Wen, F. Yang, and B. Wu, "Transfer Function Optimization for a Nonlinear-optical Loop Mirror (NOLM)-based Optical Reservoir," in Frontiers in Optics / Laser Science, B. Lee, C. Mazzali, K. Corwin, and R. Jason Jones, eds., OSA Technical Digest (Optica Publishing Group, 2020), paper FW5A.3.

Export Citation
- BibTex
- Endnote (RIS)
- HTML
- Plain Text
Get Video
Citation alert
Save article

Abstract

We investigate a nonlinear-optical loop mirror-based reservoir computing with real, imaginary and absolute-value mappings. The lowest mean-square error of 2.849×10⁻¹⁰ is achieved for time prediction task when the optimized coupling-ratio of 0.76.

PDF Article | Presentation Video

More Like This

Mode-coupling Crosstalk Compensation through Nonlinear- optical Loop Mirror (NOLM)-based Reservoir Computing

Yinke Yang, Feng Wen, Tianfeng Zhao, Feng Yang, Baojian Wu, and Kun Qiu
Tu5C.6 Photonics in Switching and Computing (PS) 2021

Improving Regenerative Capability of Nonlinear-optical Loop Mirror (NOLM)-based All-optical Regenerators by adopting a Polarization-Maintaining Coupler

Long Shao, Biao Guo, Feng Wen, Yaqi Cai, Baojian Wu, Feng Yang, and Kun Qiu
P2_28 Conference on Lasers and Electro-Optics/Pacific Rim (CLEO/PR) 2020

Power-transfer-function Optimization for Nonlinear-optical Loop Mirror-based Multilevel Amplitude Regenerator

Feng Wen, Biao Guo, and Baojian Wu
M2A.3 Asia Communications and Photonics Conference (ACP) 2018

Previous Article Next Article

Presentation Video

Presentation video access is available to:

Optica Publishing Group subscribers
Technical meeting attendees
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