Title page for ETD etd-06122010-020604


Type of Document Master's Thesis
Author Aucoin, Bryan
URN etd-06122010-020604
Title A model for goal oriented learning in a neural network
Degree Master of Science
Department Electrical Engineering
Advisory Committee
Advisor Name Title
Ricci, Fred J. Committee Chair
Egyhazy, Csaba J. Committee Member
Haddad, Emile Committee Member
Keywords
  • Neural computers.
Date of Defense 1989-05-11
Availability restricted
Abstract

A mathematical model for goal oriented learning in a network of neuron-like elements was developed. Using a mouse/goal box analogy, a simulation of a network with four elements was programmed in Turbo Pascal, Version 4.0 (Borland International) to test the model. Each location in the network corresponded to a particular network input. The output of the network consisted of one of four behaviors: forward, backward, left or right. The network successfully learned sequences of up to six movements in increasingly complex mazes.

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