Hardware Realization of Adaptive Networks.

Abstract

This technical report presents the results of research conducted to examine the problems and issues of implementing adaptive network software in a hardware system. In prior work, SYSTRAN conducted studies of adaptive networks as computer simulations. In this project those software algorithms were further developed and hosted on a customized multiprocessor system. The resulting prototype hardware was demonstrated to achieve all the capabilities of the software simulations. This report discusses the research approach, design and results, and future expectations. The benefit of this research is to move adaptive network technology closer to Air Force applications. Keywords: Artificial Neurons; Pattern Recognition; Machine Learning; Self-Organizing System; Artificial Intelligence.

Document Details

Document Type
Technical Report
Publication Date
May 01, 1987
Accession Number
ADA180649

Entities

People

  • Barry C. Deer

Tags

Communities of Interest

  • Autonomy

DTIC Thesaurus Topics

  • Air Force
  • Applied Computer Science
  • Artificial Intelligence
  • Computer Simulations
  • Machine Learning
  • Pattern Recognition
  • Recognition
  • Self Organizing Systems
  • Simulations

Fields of Study

  • Computer science
  • Engineering

Readers

  • Neural Network Machine Learning.
  • Software Engineering.

Technology Areas

  • AI & ML
  • AI & ML - DoD AI Strategy
  • AI & ML - Neural Networks