Maximum likelihood competitive learning

The Meta-Pi Network: Building Distributed Knowledge Representations for Robust Multisource Pattern Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence

Hyperparameter selection for self-organizing maps

Neural Computation

Representing Probabilistic Rules with Networks of GaussianBasis Functions

Machine Learning

Constrained optimization for neural map formation: a unifying framework for weight growth and normalization

Neural Computation

Hierarchical Learning of Navigational Behaviors in anAutonomous Robot using a Predictive Sparse DistributedMemory

Machine Learning - Special issue on learning in autonomous robots

Kernel-based equiprobabilistic topographic map formation

Neural Computation

A unifying review of linear Gaussian models

Neural Computation

Implicit learning in 3D object recognition: the importance of temporal context

Neural Computation

Hierarchical Learning of Navigational Behaviors in anAutonomous Robot using a Predictive Sparse Distributed Memory

Autonomous Robots

Prediction of Critical Desalination Parameters Using Radial Basis Functions Networks

Journal of Intelligent and Robotic Systems

Clustering based on conditional distributions in an auxiliary space

Neural Computation

Generalization in Interactive Networks: The Benefits of Inhibitory Competition and Hebbian Learning

Neural Computation

Adaptive mixtures of local experts

Neural Computation

A recurrent network implementation of time series classification

Neural Computation

Comparison of some neural network and scattered data approximations: The inverse manipulator kinematics example

Neural Computation

Maximal Causes for Non-linear Component Extraction

The Journal of Machine Learning Research

Are unsupervised neural networks ignorant? Sizing the effect of environmental distributions on unsupervised learning

Cognitive Systems Research

Computational modeling of phonetic and lexical learning in early language acquisition: Existing models and future directions

Speech Communication