In this paper a new unsupervised neural network, characterized by the absence of competition between its elements, is introduced. The kernel of this network is a new neural unit able to perform clustering even acting alone. It is shown how this network overcomes some of the major drawbacks of classical unsupervised competitive architectures.
New non competitive unsupervised neural network for clustering / Acciani, G.; Chiarantoni, E.; Minenna, M.. - STAMPA. - (1994), pp. 273-276. (Intervento presentato al convegno IEEE International Symposium on Circuits and Systems, ISCAS 1994 tenutosi a London, UK nel May 30 - June 02, 1994) [10.1109/ISCAS.1994.409579].
New non competitive unsupervised neural network for clustering
G. Acciani;E. Chiarantoni;
1994-01-01
Abstract
In this paper a new unsupervised neural network, characterized by the absence of competition between its elements, is introduced. The kernel of this network is a new neural unit able to perform clustering even acting alone. It is shown how this network overcomes some of the major drawbacks of classical unsupervised competitive architectures.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
