The formation of topographic maps that maximize the average mutual information of the output responses to noiseless input signals

Kernel-based equiprobabilistic topographic map formation

Neural Computation

Information-Theoretic Competitive Learning with Inverse Euclidean Distance Output Units

Neural Processing Letters

2005 Special Issue: Unifying cost and information in information-theoretic competitive learning

Neural Networks - 2005 Special issue: IJCNN 2005

Encoding of Categories by Noncategory-Specific Neurons in the Inferior Temporal Cortex

Journal of Cognitive Neuroscience

Forced information and information loss in information-theoretic competitive learning

AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications

An information-theoretic approach to feature extraction in competitive learning

Neurocomputing

Enhancing and Relaxing Competitive Units for Feature Discovery

Neural Processing Letters

Combining forward and backward WTA for partially activated neural networks

ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control

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

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

An information-theoretic approach to feature extraction in competitive learning

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications

Free energy-based competitive learning and minimum information production learning

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications

Free energy-based competitive learning for self-organizing maps

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications

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

Partially activated neural networks by controlling information

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

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

Maximizing the ratio of information to its cost in information theoretic competitive learning

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

Automatic inference of cabinet approval ratings by information-theoretic competitive learning

ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II

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

Neurocomputing

Self-organizing by information maximization: realizing self-organizing maps by information-theoretic competitive learning

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

Double enhancement learning for explicit internal representations: unifying self-enhancement and information enhancement to incorporate information on input variables

Applied Intelligence