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

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.
1994
IEEE International Symposium on Circuits and Systems, ISCAS 1994
0-7803-1915-X
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11589/19297
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