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

Photonic Neural Activation Function Using An ITO Electro-Absorption Modulator

Not Accessible

Your library or personal account may give you access

Abstract

We demonstrate an ITO-based electro-absorption modulator monolithically integrated into silicon photonics as nonlinear activation function of a photonic neuron. The synapse and neuron circuit executes a 200-node MNIST neural network benchmarking the nonlinear activation function.

© 2020 The Author(s)

PDF Article  |   Presentation Video
More Like This
Photonic Neural Network Nonlinear Activation Functions by Electrooptic Absorption Modulators

Jonathan George, Amin Mehrabian, Rubab Amin, Tarek El-Ghazawi, Paul K. Prucnal, and Volker J. Sorger
JW3A.123 Frontiers in Optics (FiO) 2018

Broadband GHz ITO-based Plasmon MZI Modulator on Silicon Photonics

Rubab Amin, Rishi Maiti, Yaliang Gui, Mario Miscuglio, Elham Heidari, Ray T. Chen, Hamed Dalir, and Volker J. Sorger
FM2R.2 CLEO: QELS_Fundamental Science (CLEO:FS) 2020

Tunable Nonlinear Activation Functions for Optical Neural Networks

Ian A. D. Williamson, Tyler W. Hughes, Momchil Minkov, Ben Bartlett, Sunil Pai, and Shanhui Fan
SM1E.2 CLEO: Science and Innovations (CLEO:S&I) 2020

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
Photonic Neural Network Nonlinear Activation Functions by Electrooptic Absorption Modulators

Jonathan George, Amin Mehrabian, Rubab Amin, Tarek El-Ghazawi, Paul K. Prucnal, and Volker J. Sorger
JW3A.123 Frontiers in Optics (FiO) 2018

Broadband GHz ITO-based Plasmon MZI Modulator on Silicon Photonics

Rubab Amin, Rishi Maiti, Yaliang Gui, Mario Miscuglio, Elham Heidari, Ray T. Chen, Hamed Dalir, and Volker J. Sorger
FM2R.2 CLEO: QELS_Fundamental Science (CLEO:FS) 2020

Tunable Nonlinear Activation Functions for Optical Neural Networks

Ian A. D. Williamson, Tyler W. Hughes, Momchil Minkov, Ben Bartlett, Sunil Pai, and Shanhui Fan
SM1E.2 CLEO: Science and Innovations (CLEO:S&I) 2020

λ-compact ITO Plasmonic Mach-Zehnder Modulator on Si

Rubab Amin, Rishi Maiti, Yaliang Gui, Can Suer, Mario Miscuglio, Elham Heidari, Ray T. Chen, Hamed Dalir, and Volker J. Sorger
FM4E.3 Frontiers in Optics (FiO) 2020

2D Material based Electro-Absorption Modulator in Si Photonics

Rishi Maiti, Xie Ti, Hao Wang, Rubab Amin, Chandraman Patil, and Volker J. Sorger
AF2I.3 CLEO: Applications and Technology (CLEO:A&T) 2020

Select as filters


Select Topics Cancel
© Copyright 2024 | Optica Publishing Group. All Rights Reserved