In this paper a synthesis procedure of discrete-time Cellular Neural Networks (DTCNN's) for associative memories with iterative learning and forgetting algorithms is developed, by which each pattern to be stored is learnt one at a time and each pattern to be forgotten is deleted one at a time. The proposed approach exploits the properties of pseudo inverse matrices and preserves the local connection feature of DTCNN's.

Discrete-time cellular neural networks for associative memories: a new design method via iterative learning and forgetting algorithms / Brucoli, M.; Carnimeo, L.; Grassi, G.. - STAMPA. - (1996), pp. 542-545. (Intervento presentato al convegno 38th Midwest Symposium on Circuits and Systems, MWSCAS'95 tenutosi a Rio de Janeiro, Brazil nel August 13-16, 1995) [10.1109/MWSCAS.1995.504496].

Discrete-time cellular neural networks for associative memories: a new design method via iterative learning and forgetting algorithms

M. Brucoli;L. Carnimeo;
1996-01-01

Abstract

In this paper a synthesis procedure of discrete-time Cellular Neural Networks (DTCNN's) for associative memories with iterative learning and forgetting algorithms is developed, by which each pattern to be stored is learnt one at a time and each pattern to be forgotten is deleted one at a time. The proposed approach exploits the properties of pseudo inverse matrices and preserves the local connection feature of DTCNN's.
1996
38th Midwest Symposium on Circuits and Systems, MWSCAS'95
0-7803-2972-4
Discrete-time cellular neural networks for associative memories: a new design method via iterative learning and forgetting algorithms / Brucoli, M.; Carnimeo, L.; Grassi, G.. - STAMPA. - (1996), pp. 542-545. (Intervento presentato al convegno 38th Midwest Symposium on Circuits and Systems, MWSCAS'95 tenutosi a Rio de Janeiro, Brazil nel August 13-16, 1995) [10.1109/MWSCAS.1995.504496].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/18056
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