A Neural Network for Feature Extraction

Abstract

The paper suggests a statistical framework for the para meter estimation problem associated with unsupervised learning in a neural network, leading to an exploratory projection pursuit network that performs feature extraction, or dimensionality reduction. Neural networks; Unsupervised learning; Feature extraction; Dimensionality reduction; Artificial intelligence.

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Document Details

Document Type
Technical Report
Publication Date
Apr 09, 1990
Accession Number
ADA220363

Entities

People

  • Nathan Intrator

Organizations

  • Brown University

Tags

Communities of Interest

  • Human Systems

DTIC Thesaurus Topics

  • Acquisition
  • Applied Mathematics
  • Computational Science
  • Differential Equations
  • Dimensionality Reduction
  • Equations
  • Factor Analysis
  • Feature Extraction
  • Information Processing
  • Information Science
  • Information Systems
  • Military Research
  • Mixing
  • Neural Networks
  • Parallel Computing
  • Universities
  • Unsupervised Machine Learning

Fields of Study

  • Computer science

Readers

  • Neural Network Machine Learning.

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms
  • AI & ML - Neural Networks