Wave physics as an analog recurrent neural network

Abstract

Analog machine learning computations are performed passively by propagating light and sound waves through programmed materials.

Document Details

Document Type
Pub Defense Publication
Publication Date
Dec 06, 2019
Source ID
10.1126/sciadv.aay6946

Entities

People

  • Ian A D Williamson
  • Momchil Minkov
  • Shanhui Fan
  • Tyler W Hughes

Organizations

  • Gordon and Betty Moore Foundation
  • Stanford University
  • Swiss National Science Foundation
  • United States Air Force
  • United States Department of Defense

Tags

Fields of Study

  • Physics

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks