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

Parallel Fault-Tolerant Programming and Optimization of Photonic Neural Networks

Not Accessible

Your library or personal account may give you access

Abstract

We propose and numerically demonstrate a fault-tolerant, efficient parallel nullification protocol to program and error-correct photonic neural networks for energy- efficient machine learning tasks.

© 2020 The Author(s)

PDF Article  |   Presentation Video
More Like This
Quantum Photonic Neural Networks

Gregory R. Steinbrecher, Jonathan P. Olson, Dirk Englund, and Jacques Carolan
FF1F.2 CLEO: QELS_Fundamental Science (CLEO_QELS) 2019

Demonstration of Fault Localization in Optical Networks Based on Knowledge Graph and Graph Neural Network

Zhuotong Li, Yongli Zhao, Yajie Li, Sabidur Rahman, Xiaosong Yu, and Jie Zhang
Th1F.5 Optical Fiber Communication Conference (OFC) 2020

Towards Training Fault Tolerant and Noise Immune Diffractive Optical Neural Engines

Soumyashree S. Panda and Ravi S. Hegde
JW1A.97 CLEO: Applications and Technology (CLEO_AT) 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
Quantum Photonic Neural Networks

Gregory R. Steinbrecher, Jonathan P. Olson, Dirk Englund, and Jacques Carolan
FF1F.2 CLEO: QELS_Fundamental Science (CLEO_QELS) 2019

Demonstration of Fault Localization in Optical Networks Based on Knowledge Graph and Graph Neural Network

Zhuotong Li, Yongli Zhao, Yajie Li, Sabidur Rahman, Xiaosong Yu, and Jie Zhang
Th1F.5 Optical Fiber Communication Conference (OFC) 2020

Towards Training Fault Tolerant and Noise Immune Diffractive Optical Neural Engines

Soumyashree S. Panda and Ravi S. Hegde
JW1A.97 CLEO: Applications and Technology (CLEO_AT) 2021

Select as filters


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