Experimental Demonstration of XOR Separation by On-chip Training a Linear Silicon Photonic Circuit

Guangwei Cong; Noritsugu Yamamoto; Takashi Inoue; Yuriko Maegami; Morifumi Ohno; Shota Kita; Shu Namiki; Koji Yamada

doi:10.1364/OFC.2021.Th4I.3

Optical Fiber Communication Conference (OFC) 2021
OSA Technical Digest (Optica Publishing Group, 2021),
paper Th4I.3
•https://doi.org/10.1364/OFC.2021.Th4I.3

Experimental Demonstration of XOR Separation by On-chip Training a Linear Silicon Photonic Circuit

Guangwei Cong, Noritsugu Yamamoto, Takashi Inoue, Yuriko Maegami, Morifumi Ohno, Shota Kita, Shu Namiki, and Koji Yamada

Optical Fiber Communication Conference 2021

Washington, DC United States
6–11 June 2021
ISBN: 978-1-943580-86-6

From the session
Optical Interconnects and Networking (Th4I)

Not Accessible

Your library or personal account may give you access

Get PDF
Email
Share
Get Citation
Copy Citation Text
G. Cong, N. Yamamoto, T. Inoue, Y. Maegami, M. Ohno, S. Kita, S. Namiki, and K. Yamada, "Experimental Demonstration of XOR Separation by On-chip Training a Linear Silicon Photonic Circuit," in Optical Fiber Communication Conference (OFC) 2021, P. Dong, J. Kani, C. Xie, R. Casellas, C. Cole, and M. Li, eds., OSA Technical Digest (Optica Publishing Group, 2021), paper Th4I.3.

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

Abstract

We experimentally demonstrate XOR separation, a classical linearly inseparable problem, by on-chip training linear silicon photonic circuits that we proposed in OFC2020. This device implements nonlinear-projection-linear-separation principle and can perform classification tasks in machine learning.

PDF Article | Presentation Video

More Like This

On-chip Training Silicon Photonic Circuits to Perform Digital and Analog Computing

Guangwei Cong, Noritsugu Yamamoto, Yuriko Maegami, Morifumi Ohno, Shota Kita, Shu Namiki, and Koji Yamada
SS2B.1 CLEO: Science and Innovations (CLEO:S&I) 2022

Machine Learning Training in Silicon Photonic Circuits

Guangwei Cong, Noritsugu Yamamoto, Takashi Inoue, Yuriko Maegami, Morifumi Ohno, Shota Kita, Shu Namiki, and Koji Yamada
FM6D.2 Frontiers in Optics (FiO) 2023

Online Training in the Design-Fabricate-Test of Silicon Photonic Circuits

Lukas Chrostowski and Hossam Shoman
F2B.3 Education and Training in Optics and Photonics (ETOP) 2021

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