Abstract: In this paper, structure and properties of neural networks with quadratic junction are presented. Unsupervised learning rules about the neural networks are given. Using this kind of neural networks, an ART-based hierarchical clustering algorithm is sugges

Key words: Neural network, Cluster analysis,Unsupervised learning, Algorithm