Holographic Interconnects for Optical Neural Networks

Abstract

This research work focused on the development of diffractive optic interconnect elements (DOIEs), which are computer designed, e-beam fabricated holograms used for implementing free space optical interconnects. Accomplishments of the work included development of an improved hybrid design strategy for the design of phase only holograms, development of a versatile software package for hologram design and analysis, continued development and characterization of the e-beam fabrication technology, careful measurement of the performance achieved by fabicated holograms, and investigation of applications that utilize the technology. The applications included optical neural networks, which require analog weighted interconnects, and digital optical computers utilizing binary weighted interconnects. The software package for interconnect design, evaluation, and reconstruction (SPIDER) was written to run on Unix based computer platforms and is freely available over the Internet.

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Document Details

Document Type
Technical Report
Publication Date
Sep 14, 1997
Accession Number
ADA332806

Entities

People

  • Arthur F. Gmitro

Organizations

  • University of Arizona

Tags

Communities of Interest

  • Energy and Power Technologies
  • Human Systems

DTIC Thesaurus Topics

  • Abstracts
  • Computers
  • Errors
  • Fabrication
  • Holograms
  • Injection Molding
  • Internet
  • Jet Propulsion
  • Materials
  • Measurement
  • Networks
  • Neural Networks
  • Optical Interconnects
  • Pattern Recognition
  • Platforms
  • Test And Evaluation

Fields of Study

  • Physics

Readers

  • Integrated Circuit Design and Technology.
  • Neural Network Machine Learning.
  • Optical Physics and Photonics.

Technology Areas

  • AI & ML
  • Space