On the stationary state of Kohonen's self-organizing sensory mapping

Faithful representation of separable distributions

Neural Computation

Ordering of self-organizing maps in multidimensional cases

Neural Computation

Nonparametric Regression Modeling with EquiprobableTopographic Maps and Projection Pursuit Learning with Application to PET Image Processing

Journal of VLSI Signal Processing Systems - special issue on applications of neural networks in biomedical image processing

Breaking rotational symmetry in a self-organizing map model for orientation map development

Neural Computation

The Softmap Algorithm

Neural Processing Letters

Kernel-based equiprobabilistic topographic map formation

Neural Computation

Building Adaptive Basis Functions with a Continuous Self-OrganizingMap

Neural Processing Letters

Extensions and modifications of the Kohenen-SOM and applications in remote sensing image analysis

Self-Organizing neural networks

Predicting the Future of Discrete Sequences from Fractal Representations of the Past

Machine Learning

Blind Source Separation and Equiprobabilistic Topographic Maps

Journal of VLSI Signal Processing Systems

Fast Evolutionary Learning with Batch-Type Self-Organizing Maps

Neural Processing Letters

Extended Self Organizing Feature Map: A Tagged Potential Field Approach

Neural Processing Letters

Asymptotic Level Density of the Elastic Net Self-Organizing Feature Map

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Data Mining and Knowledge Discovery in Medical Applications Using Self-Organizing Maps

ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis

Fast Interpolation Using Kohonen Self-Organizing Neural Networks

TCS '00 Proceedings of the International Conference IFIP on Theoretical Computer Science, Exploring New Frontiers of Theoretical Informatics

Neural maps in remote sensing image analysis

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences

Recursive self-organizing network models

Neural Networks - 2004 Special issue: New developments in self-organizing systems

Magnification Control in Self-Organizing Maps and Neural Gas

Neural Computation

Winner-Relaxing Self-Organizing Maps

Neural Computation

Mirror Symmetric Topographic Maps Can Arise from Activity-Dependent Synaptic Changes

Neural Computation

Comparison of SOM Point Densities Based on Different Criteria

Neural Computation

An extended self-organizing map network for market segmentation: a telecommunication example

Decision Support Systems

Alternative learning vector quantization

Pattern Recognition

The effect of sample size on the extended self-organizing map network-A market segmentation application

Computational Statistics & Data Analysis

Self-Organizing Maps with Asymmetric Neighborhood Function

Neural Computation

Hebb-type dynamics is sufficient to account for the inverse magnification rule in cortical somatotopy

Neural Computation

How to generate ordered maps by maximizing the mutual information between input and output signals

Neural Computation

Controlling the magnification factor of self-organizing feature maps

Neural Computation

Temporal self-organizing maps for telecommunications market segmentation

Neurocomputing

Reconstruction Algorithms with Images Inferred by Self-organizing Maps

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues

SOM of SOMs

Neural Networks

Learning Highly Structured Manifolds: Harnessing the Power of SOMs

Similarity-Based Clustering

A relaxation algorithm influenced by self-organizing maps

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

A modified SOM learning algorithm for mixed types of symbolic and fuzzy data

MMACTEE'09 Proceedings of the 11th WSEAS international conference on Mathematical methods and computational techniques in electrical engineering

Asymptotic state of one-dimensional SOM at normal point density input passed through non-linear channel

ICCOMP'10 Proceedings of the 14th WSEAS international conference on Computers: part of the 14th WSEAS CSCC multiconference - Volume II

Modeling hydrologic and geomorphic hazards across post-fire landscapes using a self-organizing map approach

Environmental Modelling & Software

Characteristics of equinumber principle for adaptive vector quantization

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II

Investigation of topographical stability of the concave and convex self-organizing map variant

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I

Kohonen neural networks and genetic classification

Mathematical and Computer Modelling: An International Journal

Data-driven modeling of surface temperature anomaly and solar activity trends

Environmental Modelling & Software

Self-organizing map for symbolic data

Fuzzy Sets and Systems

Hybrid modeling to predict the economic feasibility of mining undiscovered porphyry copper deposits

Applied Soft Computing

A reconfigurable neuroprocessor for self-organizing feature maps

Neurocomputing

Forecasting conditional climate-change using a hybrid approach

Environmental Modelling & Software