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. ( IEEE International Symposium on Circuits and Systems, ISCAS 1994 London, UK May 30 - June 02, 1994) [10.1109/ISCAS.1994.409579].
New non competitive unsupervised neural network for clustering
G. Acciani;E. Chiarantoni;
1994
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.File in questo prodotto:
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