Implementation of the Exclusive-Or Function in a Hopfield Style Recurrent Network

  • Authors:
  • Roelof Brouwer

  • Affiliations:
  • Department of Computing Science, University College of the Cariboo, Kamloops, BC, Canada, V2C 5N3 E-mail: rbrouwer@cariboo.bc.ca

  • Venue:
  • Neural Processing Letters
  • Year:
  • 1997

Quantified Score

Hi-index 0.00

Visualization

Abstract

It is well known that a perceptroncannot be used to implement the XOR function but thata feed forward network with some hidden neurons can.The purpose of this work is to show that a Hopfieldstyle network can also be used to implement the XORfunction. It is shown here that the XOR function canbe implemented in a Hopfield style network using onlytwo hidden neurons.