Direct Assessment of Synaptic Modification Rules.

Abstract

Our objectives are to quantify synaptic modification rules and to understand them in a context of simple neural networks capable of pattern recognition and clustering. The experimental work plus considerations of parsimony favors one particular form of the excitatory synaptic modification rule. Modification of the translation of synaptic activation into cell firing may well the governed by a separate rule. Although different than the first rule, simple computer models show these two rules are together compatible and noncontradictory.

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Document Details

Document Type
Technical Report
Publication Date
Jun 15, 1984
Accession Number
ADA148376

Entities

People

  • W. B. Levy

Organizations

  • University of Virginia

Tags

Communities of Interest

  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Air Force
  • Biological Sciences
  • Brain
  • Clustering
  • Concept Formation
  • Depression
  • Equations
  • Excitation
  • Frequency
  • Neural Networks
  • Neurosciences
  • Pattern Recognition
  • Recognition
  • Schools
  • Students
  • Translations

Readers

  • Artificial Intelligence
  • Neuroscience

Technology Areas

  • AI & ML
  • AI & ML - Machine Translation
  • AI & ML - Neural Networks