Accession Number:

AD0658527

Title:

RESEARCH ON SELF-ORGANIZING MACHINES.

Descriptive Note:

Final rept.,

Corporate Author:

STANFORD RESEARCH INST MENLO PARK CALIF

Personal Author(s):

Report Date:

1967-09-01

Pagination or Media Count:

31.0

Abstract:

This report reviews the results of a program of research on self-organizing machines. This research was primarily directed at establishing the conditions under which iterative machine-learning procedures can be guaranteed to converge. The most significant result of this effort was the development of a fairly complete theory of the linear machine, an important trainable multicategory pattern classifier. Theoretical results are summarized and related to the present state of research in pattern recognition. Author

Subject Categories:

  • Information Science
  • Bionics

Distribution Statement:

APPROVED FOR PUBLIC RELEASE