Nonlinear Circuits and Neural Networks: Chip Implementation and Applications of the TeraOPS CNN Dynamic Array Supercomputer

Abstract

During the period July 1997 - June 1998 work has continued according to the proposed plan. Advances in research have been made in the following areas: (1) The design and implementation of the first-ever ARAM in the CNN Chip Set Architecture was successfully competed, and the samples were successfully tested; (2) A major theoretical breakthrough has been achieved: it was shown that the genesis of complexity lies in the local activity of the cells and local interactions of the Cellular Nonlinear Networks; (3) Several CNN templates and subroutine designs, including mathematical morphology, have been developed and used in various applications; and (4) Advances in application of CNN have been made in the area of condition-based maintenance and image fusion.

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Document Details

Document Type
Technical Report
Publication Date
Jun 30, 1998
Accession Number
ADA349221

Entities

People

  • Leon O. Chua

Organizations

  • University of California, Berkeley

Tags

Communities of Interest

  • Advanced Electronics

DTIC Thesaurus Topics

  • Case Studies
  • Classification
  • Complex Systems
  • Computer Programs
  • Computers
  • Condition Based Maintenance
  • Electronics Laboratories
  • Helicopter Engines
  • Information Operations
  • Maintenance
  • Military Research
  • Neural Networks
  • Procedures (Computers)
  • Supercomputers
  • Template Patterns

Readers

  • Computer Vision.
  • Integrated Circuit Design and Technology.
  • Military History / Militaries and War Studies

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks