A synthesis procedure for associative memories using Discrete-Time Cellular Neural Networks (DTCNN's) with learning and forgetting capabilities is presented. The proposed design technique generates networks with the capability of learning new patterns and forgetting old ones without recomputing the whole interconnection matrix and the input vector.
Discrete-time cellular neural networks for associative memories with learning and forgetting capabilities / Brucoli, M.; Carnimeo, L.; Grassi, G.. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I. FUNDAMENTAL THEORY AND APPLICATIONS. - ISSN 1057-7122. - STAMPA. - 42:7(1995), pp. 396-399. [10.1109/81.401156]
Discrete-time cellular neural networks for associative memories with learning and forgetting capabilities
M. Brucoli;L. Carnimeo;
1995-01-01
Abstract
A synthesis procedure for associative memories using Discrete-Time Cellular Neural Networks (DTCNN's) with learning and forgetting capabilities is presented. The proposed design technique generates networks with the capability of learning new patterns and forgetting old ones without recomputing the whole interconnection matrix and the input vector.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
