Connectionist propositional logic (a simple correlation matrix memory based reasoning system)

  • Authors:
  • Daniel Kustrin;Jim Austin

  • Affiliations:
  • Dept. Computer Science, University of York, UK;Dept. Computer Science, University of York, UK

  • Venue:
  • Emergent neural computational architectures based on neuroscience
  • Year:
  • 2001

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Abstract

A novel purely connectionist implementation of propositional logic is constructed by combining Correlation Matrix Memory operations, tensor products and simple control circuits. The implementation is highly modular and expandable and in its present form it not only allows forward rule chaining but also implements is a hierarchy traversal which results in interesting behavior even in its simplest form.