Neural Network Research: A Personal Perspective,

Abstract

These vision preprocessor and ART autonomous classifier examples are just two of the many neural network architectures now being developed by engineers and scientists worldwide. Some of them provide a fertile ground for gaining a new understanding of biological intelligence. Others suggest novel computational theories with natural realizations as real-time adaptive neural network architectures with promising properties for tackling some of the outstanding problems in computer science and technology today. Still others do both. Whatever the focus, here is a field ready to challenge and reward the sustained efforts of a wide variety of gifted people. Keywords: Adaptive resonance theory.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 1988
Accession Number
ADA192717

Entities

People

  • Stephen Grossberg

Organizations

  • Boston University

Tags

Communities of Interest

  • Autonomy
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Adaptive Systems
  • Artificial Intelligence
  • Artificial Intelligence Software
  • Automata Theory
  • Cognition
  • Cognitive Science
  • Computational Science
  • Computer Science
  • Computer Vision
  • Computers
  • Differential Equations
  • Engineering
  • Equations
  • Machine Learning
  • Nervous System
  • Neural Networks
  • Pattern Recognition

Readers

  • Military History of the United States in the 20th Century.
  • Neural Network Machine Learning.
  • Systems Analysis and Design

Technology Areas

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