OCCAM (Orifice-Controlled Canister Munition) Quarterly R/D Status Report (2nd): September-November 1986

Abstract

Found appropriate Lyapunov or energy function for continuous BAMs. Proved that every matrix is continuously bidirectionally stable, generalizing the continuous Hopfield model and extending the Cohen-Grossberg Theorem to heteroassociativity. Completed paper Bidirectional Associate Memories, submitted to IEEE Trans on Sys, Man, Cyber. Performed fuzzy cognitive map (conceptual computing) knowledge combination experiments on UCSD neural network students. Presented BAM and FCM theory, as invited lectures, to UC Berkeley's Elec Eng Dept and USC's Elec Eng Dept, and to the National Science Foundation. Performed experiments on all-optical Hughes LCLV (BAM) associative memory. Fabricated matrix masks to represent 10 neurons. Performed computer simulation of moment- term-expansion scale, translation, and rotation invariant feature extraction algorithm for associative memory. Began optical experiments on counter propagating (competitive learning) two-wave mixing configuration cast in barium titanate. Explorations of photorefractive media for associative memory.

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Document Details

Document Type
Technical Report
Publication Date
Dec 31, 1986
Accession Number
ADA181292

Entities

People

  • Bart Kosko
  • Clark Guest

Tags

Communities of Interest

  • Air Platforms
  • Cyber
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Abstracts
  • Algorithms
  • Artificial Intelligence
  • Barium Titanates
  • Classification
  • Computer Simulations
  • Computers
  • Content Addressable Memory
  • Electrical Engineering
  • Extraction
  • Feature Extraction
  • Learning
  • Neural Networks
  • Rotation
  • Simulations
  • Translations
  • Wave Mixing

Readers

  • Neural Network Machine Learning.
  • Optical Physics and Photonics.
  • Technical Research and Report Writing.

Technology Areas

  • AI & ML
  • Cyber
  • Cyber - Cryptography
  • Cyber - Quantum