Estimates of the number of hidden units and variation with respect to half-spaces

Orthogonal RBF Neural Network Approximation

Neural Processing Letters

A Note on the Universal Approximation Capability of Support Vector Machines

Neural Processing Letters

Simultaneous Lp-approximation order for neural networks

Neural Networks

A Sobolev-type upper bound for rates of approximation by linear combinations of Heaviside plane waves

Journal of Approximation Theory

Estimates of covering numbers of convex sets with slowly decaying orthogonal subsets

Discrete Applied Mathematics

Minimization of error functionals over perceptron networks

Neural Computation

Estimates of Data Complexity in Neural-Network Learning

SOFSEM '07 Proceedings of the 33rd conference on Current Trends in Theory and Practice of Computer Science

Estimates of Approximation Rates by Gaussian Radial-Basis Functions

ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II

Estimates of Network Complexity and Integral Representations

ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I

Complexity of Gaussian-radial-basis networks approximating smooth functions

Journal of Complexity

The extended Ritz method for functional optimization: overview and applications to single-person and team optimal decision problems

Optimization Methods & Software

Forecasting box office revenue of movies with BP neural network

Expert Systems with Applications: An International Journal

An integral upper bound for neural network approximation

Neural Computation

Model Complexity of Neural Networks and Integral Transforms

ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I

New study on neural networks: the essential order of approximation

Neural Networks

On tractability of neural-network approximation

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

Some comparisons of model complexity in linear and neural-network approximation

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

Some comparisons of complexity in dictionary-based and linear computational models

Neural Networks

The essential approximation order for neural networks with trigonometric hidden layer units

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Complexity estimates based on integral transforms induced by computational units

Neural Networks

Universal approximation by radial basis function networks of Delsarte translates

Neural Networks

Approximation and Estimation Bounds for Subsets of Reproducing Kernel Kreĭn Spaces

Neural Processing Letters