New class of Hopfield neural networks
Ying Liu · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 1992
Neural network models of the Hopfield type have drawn intensive attention in past years, however, the information capacity of the Hopfield model is limited. Theoretically, the number of arbitrary state vectors that can be made stable in a Hopfield network of N neurons is bounded above by N (Abu-Mostafa and Jacques theorem). In this paper, we study third order Hopfield neural networks.