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Neural Modeling as one Approach to Machine Learning

  • Greg Hood
Chapter
Part of the The Kluwer International Series in Engineering and Computer Science book series (SECS, volume 12)

Abstract

In this paper I propose that a neural modeling approach is reasonable for investigating certain low-level learning processes such as are exhibited by invertebrates. These include habituation, sensitization, classical conditioning, and operant conditioning. Recent work in invertebrate neurophysiology has begun to provide much knowledge about the underlying mechanisms of learning in these animals. Guided by these findings, I am constructing simulated organisms which will display these basic forms of learning.

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Copyright information

© Kluwer Academic Publishers 1986

Authors and Affiliations

  • Greg Hood
    • 1
  1. 1.Department of Computer ScienceCarnegie-Mellon UniversityPittsburghUSA

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