Research of an Improved Algorithm Based on ART2 Neural Network
Deyuan Wang · Computer Technology and Development · 2009
ART2 neural network is a self-organized and unsupervised artificial neural network constructed from adaptive resonance theory.An improved ART2 neural network clustering algorithm was proposed by analyzing such the shortcomings of classical ART2 neural network clustering algorithm,such as the indefinability of classification and network pattern drifting etc.Finally provide the relevant algorithm as well as the comparison with classical ART2,the simulation and experimental results verified the improved ART2 neural network has enhanced the validity of classification greatly,reformed pattern drifting and greatly economized the networks' memory capacity effectively.