AN ADAPTIVE COMPUTING SYSTEM FOR THE SYNTHESIS OF THRESHOLD LOGIC NETWORKS,

Abstract

The report describes development of an adaptive program to examine real problems with unknown solutions; improving performance on the basis of system experience. A new scheme, reflecting Boolean functions on a Veitch diagram, is developed for classification of Boolean functions. A theorem is presented for the calculation of Rademacher-Walsh coefficients of self-dual functions. A heuristic training algorithm is developed which evolves a minimal element threshold logic net. The value of making exploratory studies through a learning interactive program are illustrated and discussed.

Document Details

Document Type
Technical Report
Publication Date
Aug 01, 1967
Accession Number
AD0663446

Entities

People

  • Thomas Anthony Marsland

Organizations

  • University of Washington

Tags

DTIC Thesaurus Topics

  • Algorithms
  • Classification
  • Coefficients
  • Learning
  • Logic
  • Logic Gates
  • Mathematics
  • Networks
  • Training

Fields of Study

  • Computer science

Readers

  • Computer Engineering
  • Neural Network Machine Learning.
  • Theoretical Analysis.