A Circular Neural Network Supporting Information Waves
A. Yu. Plakhov, S. A. Semenov · Europhysics Letters (EPL) · 1992
A novel neural-network type, which is capable to handle spatio-temporal information, is proposed. The concept of the network design and operation is intimately bound up with one-dimensional synaptic interconnection topology which must be consistent with the structure of information. A circular network with sparse connectivity for processing cyclic bit sequences is studied analytically. The ability of our network to perform a dynamical associative retrieval in the form of a travelling wave of the information content is found.