Phase diagrams of the chaotic Hopfield neural network system ... This study proposes an image-encryption algorithm based on a 3D chaotic Hopfield neural network and random row–column permutation.

Abstract: In this paper a Hopfield neural network (HNN) based parallel algorithm is presented for predicting the secondary structure of ribonucleic acids (RNA). The HNN here is used to find the ...

These biologically-feasible algorithms could provide an alternate path forward for the field of AI. IBM researcher Dmitry Krotov and John J. Hopfield, inventor of the associative neural network ...

An extensive amount of literature is available about learning in Hopfield networks, with information regarding many different learning algorithms that perform better than the Hebbian rule. However, ...

Hopfield networks, in which each node is connected to every other except itself, are particularly good at learning to extract patterns from sparse or noisy data. Dr Hinton’s algorithm ...