On Hopfield neural networks Article

Feild, WB, Navlakha, JK. (1988). On Hopfield neural networks . NEURAL NETWORKS, 1(1 SUPPL), 21. 10.1016/0893-6080(88)90063-9

cited authors

  • Feild, WB; Navlakha, JK

abstract

  • There are two parts to this research. Part 1 is simulation of the neural network on a parallel computer. We discuss some of the design decisions as well as providing code for salient aspects of the model. A pattern recognition example was used as a test case for this simulation. Part 2 is choosing input examplers to achieve network stability. We define various parameters based on the topology of the non-random patterns and based on the experiments performed, suggest ways to choose them to achieve stability of the network.

publication date

  • January 1, 1988

published in

Digital Object Identifier (DOI)

start page

  • 21

volume

  • 1

issue

  • 1 SUPPL