Rate of approximation results motivated by robust neural network learning

On a learnability question associated to neural networks with continuous activations (extended abstract)

COLT '94 Proceedings of the seventh annual conference on Computational learning theory

Efficient learning of continuous neural networks

COLT '94 Proceedings of the seventh annual conference on Computational learning theory

A note on a scale-sensitive dimension of linear bounded functionals in Banach spaces

Theoretical Computer Science

Estimates of Network Complexity and Integral Representations

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

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

Local minimax learning of functions with best finite sample estimation error bounds: applications to ridge and lasso regression, boosting, tree learning, kernel machines, and inverse problems

IEEE Transactions on Information Theory

On tractability of neural-network approximation

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

Bounds for approximate solutions of Fredholm integral equations using kernel networks

ICANN'11 Proceedings of the 21th international conference on Artificial neural networks - Volume Part I

Complexity estimates based on integral transforms induced by computational units

Neural Networks