A new non competitive unsupervised neural network for clustering

Giuseppe Acciani, E. Chiarantoni, Maria Teresa Minenna · 2002

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.>

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