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.
|Titolo:||New non competitive unsupervised neural network for clustering|
|Data di pubblicazione:||1994|
|Nome del convegno:||IEEE International Symposium on Circuits and Systems, ISCAS 1994|
|Digital Object Identifier (DOI):||http://dx.doi.org/10.1109/ISCAS.1994.409579|
|Appare nelle tipologie:||4.1 Contributo in Atti di convegno|