Faithful representations with topographic maps

Blind Source Separation and Equiprobabilistic Topographic Maps

Journal of VLSI Signal Processing Systems

Self-Organizing Dynamic Graphs

Neural Processing Letters

Information Maximization in a Linear Manifold Topographic Map

Neural Processing Letters

Probabilistic PCA self-organizing maps

IEEE Transactions on Neural Networks

Self-enhancement learning: self-supervised and target-creating learning

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Structural enhanced information to detect features in competitive learning

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Self-supervised learning by information enhancement: target-generating and spontaneous learning for competitive learning

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

Information-theoretic enhancement learning and its application to visualization of self-organizing maps

Neurocomputing

Structural enhanced information and its application to improved visualization of self-organizing maps

Applied Intelligence

Supposed maximum information for comprehensible representations in SOM

Neurocomputing

Relevance learning in unsupervised vector quantization based on divergences

WSOM'11 Proceedings of the 8th international conference on Advances in self-organizing maps

Relative information maximization and its application to the extraction of explicit class structure in SOM

Neurocomputing

IPSOM: a self-organizing map spatial model of how humans complete interlocking puzzles

AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence

Controlling Relations between the Individuality and Collectivity of Neurons and its Application to Self-Organizing Maps

Neural Processing Letters