Life-long learning cell structures —continuously learning without catastrophic interference

An incremental network for on-line unsupervised classification and topology learning

Neural Networks

A SOM-based data mining strategy for adaptive modelling of an offset lithographic printing process

Engineering Applications of Artificial Intelligence

Effective learning system techniques for human-robot interaction in service environment

Knowledge-Based Systems

An enhanced self-organizing incremental neural network for online unsupervised learning

Neural Networks

A biologically motivated visual memory architecture for online learning of objects

Neural Networks

Incremental Figure-Ground Segmentation Using Localized Adaptive Metrics in LVQ

WSOM '09 Proceedings of the 7th International Workshop on Advances in Self-Organizing Maps

Evolving logic networks with real-valued inputs for fast incremental learning

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing

Learn++.NC: combining ensemble of classifiers with dynamically weighted consult-and-vote for efficient incremental learning of new classes

IEEE Transactions on Neural Networks

Clustering: A neural network approach

Neural Networks

An online incremental learning pattern-based reasoning system

Neural Networks

Incremental clustering of gesture patterns based on a self organizing incremental neural network

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

Extending the growing neural gas classifier for context recognition

EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory

A vector quantization approach for life-long learning of categories

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

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

Neurocomputing

Continuous visual codebooks with a limited branching tree growing neural gas

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part III

Middleware architecture for context knowledge discovery in ubiquitous computing

EUC'05 Proceedings of the 2005 international conference on Embedded and Ubiquitous Computing

Perspectives of self-adapted self-organizing clustering in organic computing

BioADIT'06 Proceedings of the Second international conference on Biologically Inspired Approaches to Advanced Information Technology

A life-long learning vector quantization approach for interactive learning of multiple categories

Neural Networks

2012 Special Issue: Self-protective whole body motion for humanoid robots based on synergy of global reaction and local reflex

Neural Networks

An incremental neural network with a reduced architecture

Neural Networks

Reducing user intervention in incremental activityrecognition for assistive technologies

Proceedings of the 2013 International Symposium on Wearable Computers