A regularity condition of the information matrix of a multilayer perceptron network

Parameter convergence and learning curves for neural networks

Neural Computation

Algebraic geometrical methods for hierarchical learning machines

Neural Networks

Generalization Error of Limear Neural Networks in Unidentifiable Cases

ALT '99 Proceedings of the 10th International Conference on Algorithmic Learning Theory

On the asymptotic distribution of the least-squares estimators in unidentifiable models

Neural Computation

Algebraic Analysis for Nonidentifiable Learning Machines

Neural Computation

Dynamics of learning near singularities in layered networks

Neural Computation

Relation between weight size and degree of over-fitting in neural network regression

Neural Networks

Dynamics of learning near singularities in radial basis function networks

Neural Networks

Asymptotic Law of Likelihood Ratio for Multilayer Perceptron Models

ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks

Fuzzy model validation using the local statistical approach

Fuzzy Sets and Systems

Efficient estimation of multidimensional regression model using multilayer perceptrons

Neurocomputing

Stochastic Complexity and Generalization Error of a Restricted Boltzmann Machine in Bayesian Estimation

The Journal of Machine Learning Research

Developing measurement selection strategy for neural network models

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

Learning coefficient of generalization error in bayesian estimation and vandermonde matrix-type singularity

Neural Computation

Optimal experiment design based on local model networks and multilayer perceptron networks

Engineering Applications of Artificial Intelligence

Theoretical analysis of function of derivative term in on-line gradient descent learning

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