Neural computation and self-organizing maps: an introduction

Hierarchical strategy of model partitioning for VLSI-design using an improved mixture of experts approach

PADS '96 Proceedings of the tenth workshop on Parallel and distributed simulation

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

Neural Computation

Self-Organizing Maps for the Analysis of Complex Movement Patterns

Neural Processing Letters

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

Neural Computation

Self Calibration of the Fixation Movement of a Stereo Camera Head

Machine Learning - Special issue on learning in autonomous robots

Floating-Gate Circuits for Adaptation of Saccadic Eye MovementAccuracy

Analog Integrated Circuits and Signal Processing

The Supervised Network Self-Organizing Map for Classification of Large Data Sets

Applied Intelligence

A Self-Organizing Context-Based Approach to the Tracking of Multiple Robot Trajectories

Applied Intelligence

Monitoring the Formation of Kernel-Based Topographic Maps with Application to Hierarchical Clustering of Music Signals

Journal of VLSI Signal Processing Systems

A Novel Measure for Quantifying the Topology Preservation of Self-Organizing Feature Maps

Neural Processing Letters

Neural computing increases robot adaptivity

Natural Computing: an international journal

Text Categorization and Semantic Browsing with Self-Organizing Maps on Non-euclidean Spaces

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Clustering Categorical Data: An Approach Based on Dynamical Systems

VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases

A Topological Hierarchical Clustering: Application to Ocean Color Classification

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

Nonlinear Projection with the Isotop Method

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

Learning Inverse Kinematics via Cross-Point Function Decomposition

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

Lateral Interactions in Self-Organizing Maps

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

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

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

Clustering categorical data: an approach based on dynamical systems

The VLDB Journal — The International Journal on Very Large Data Bases

TASOM: The Time Adaptive Self-Organizing Map

ITCC '00 Proceedings of the The International Conference on Information Technology: Coding and Computing (ITCC'00)

Finding the inverse kinematics of manipulator arm using artificial neural network with lookup table

Robotica

Hybrid Object Recognition in Image Sequences

ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2

NEURAL: A Self-Organizing Routing Algorithm for Ad Hoc Networks

WIOPT '05 Proceedings of the Third International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks

The Geodesic Self-Organizing Map and its error analysis

ACSC '05 Proceedings of the Twenty-eighth Australasian conference on Computer Science - Volume 38

Magnification Control in Self-Organizing Maps and Neural Gas

Neural Computation

Recurrence Methods in the Analysis of Learning Processes

Neural Computation

Revenue recovering with insolvency prevention on a Brazilian telecom operator

ACM SIGKDD Explorations Newsletter

Growing Hierarchical Tree SOM: An unsupervised neural network with dynamic topology

Neural Networks

Extracting drug utilization knowledge using self-organizing map and rough set theory

Expert Systems with Applications: An International Journal

On-line behaviour classification and adaptation to human-robot interaction styles

Proceedings of the ACM/IEEE international conference on Human-robot interaction

A taxonomy of Self-organizing Maps for temporal sequence processing

Intelligent Data Analysis

Kernel class-wise locality preserving projection

Information Sciences: an International Journal

2008 Special Issue: Modeling propagation delays in the development of SOMs - a parallel with abnormal brain growth in autism

Neural Networks

2008 Special Issue: On multidimensional scaling and the embedding of self-organising maps

Neural Networks

Learning and generalization in cascade network architectures

Neural Computation

Controlling the magnification factor of self-organizing feature maps

Neural Computation

Reactive navigation through multiscroll systems: from theory to real-time implementation

Autonomous Robots

Breast cancer malignancy identification using self-organizing map

CSECS'06 Proceedings of the 5th WSEAS International Conference on Circuits, Systems, Electronics, Control & Signal Processing

Nonlinear Principal Manifolds --- Adaptive Hybrid Learning Approaches

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems

SOM of SOMs

Neural Networks

SOM-based data analysis of speculative attacks' real effects

Intelligent Data Analysis

Customer's Relationship Segmentation Driving the Predictive Modeling for Bad Debt Events

UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH

On the role of hierarchy for neural network interpretation

IJCAI'97 Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2

Data nonlinearity in exploratory multivariate analysis of language corpora

SigMorPhon '07 Proceedings of Ninth Meeting of the ACL Special Interest Group in Computational Morphology and Phonology

Short communication: Visualizing the dual space of biological molecules

Computational Biology and Chemistry

A Method to Switch Multiple CAN2s for Variable Initial Temperature in Temperature Control of RCA Cleaning Solutions

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II

Evaluation of Color Constancy Vision Algorithm for Mobile Robots

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II

Self-organizing map network as an interactive clustering tool - An application to group technology

Decision Support Systems

Real-time interactive motion transitions by a uniform posture map

Future Generation Computer Systems

Development of the color constancy vision algorithms using bio-inspired information processing

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

Unsupervised recursive sequence processing

Neurocomputing

Magnification control in winner relaxing neural gas

Neurocomputing

The uniform posture map algorithm for the real-time interactive motion transitions of an articulated body

ICCS'03 Proceedings of the 1st international conference on Computational science: PartI

Data management by self-organizing maps

WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers

An expert system using rough sets theory and self-organizing maps to design space exploration of complex products

Expert Systems with Applications: An International Journal

Self-organizing multilayer perceptron

IEEE Transactions on Neural Networks

Nipple detection for obscene pictures

SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing

Human motion synthesis by motion manifold learning and motion primitive segmentation

AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects

Non-supervised classification of 2d color images using kohonen networks and a novel metric

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications

Natural inspiration for artificial adaptivity: some neurocomputing experiences in robotics

UC'05 Proceedings of the 4th international conference on Unconventional Computation

Graphics hardware implementation of the parameter-less self-organising map

IDEAL'05 Proceedings of the 6th international conference on Intelligent Data Engineering and Automated Learning

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

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

Towards word semantics from multi-modal acoustico-motor integration: application of the bijama model to the setting of action-dependant phonetic representations

Biomimetic Neural Learning for Intelligent Robots

Modular learning schemes for visual robot control

Biomimetic Neural Learning for Intelligent Robots

Using PSOMs to learn inverse kinematics through virtual decomposition of the robot

IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems

Neural network approach for parallel construction of adaptive meshes

PaCT'05 Proceedings of the 8th international conference on Parallel Computing Technologies

Multispecies gene entropy estimation, a data mining approach

ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining

An electromechanical neural network robotic model of the human body and brain: sensory-motor control by reverse engineering biological somatic sensors

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

A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders

Artificial Intelligence in Medicine

Tonotopic representation of auditory responses using self-organizing maps

Mathematical and Computer Modelling: An International Journal

Neural coding strategies and mechanisms of competition

Cognitive Systems Research

A new approach for data clustering and visualization using self-organizing maps

Expert Systems with Applications: An International Journal

Breast Tissue Image Classification Based on Semi-supervised Locality Discriminant Projection with Kernels

Journal of Medical Systems

Quasiconformal kernel common locality discriminant analysis with application to breast cancer diagnosis

Information Sciences: an International Journal

Essentials of the self-organizing map

Neural Networks

A rule chaining architecture using a correlation matrix memory

ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part I

Playing with complexity: From cellular evolutionary algorithms with coalitions to self-organizing maps

Computers & Mathematics with Applications

Novel discrete compactness-based training for vector quantization networks: enhancing automatic brain tissue classification

Advances in Artificial Neural Systems