Storage capacity of hyperbolic Hopfield neural networks

摘要

A complex-valued Hopfield neural network (CHNN) is a multistate model of Hopfield neural network, and has been applied to the storage of multi-level data. A hyperbolic Hopfield neural network (HHNN) is another multistate model. The storage capacity is an important issue of Hopfield neural networks. In this work, the storage capacity of HHNN is analyzed, and is compared with that of CHNN. (C) 2019 Elsevier B.V. All rights reserved.