Kolmogorov's theorem and multilayer neural networks

Some analytical solutions to the general approximation problem for feedforward neural networks

Neural Networks

Neural networks and non-linear statistical methods: an application to the modelling of price-quality relationships

Computers and Operations Research

Implementation of Kolmogorov Learning Algorithm for Feedforward Neural Networks

ICCS '01 Proceedings of the International Conference on Computational Science-Part II

Extraction of Logical Rules from Data by Means of Piecewise-Linear Neural Networks

DS '02 Proceedings of the 5th International Conference on Discovery Science

On efficient representation of expert knowledge by fuzzy logic: towards an optimal combination of granularity and higher-order approaches

Recent advances in intelligent paradigms and applications

Activation functions defined on higher-dimensional spaces for approximation on compact sets with and without scaling

Neural Computation

An Efficient Hardware Implementation of Feed-Forward Neural Networks

Applied Intelligence

Artificial neural networks to classify mean shifts from multivariate χ2 chart signals

Computers and Industrial Engineering

A General Probability Estimation Approach for Neural Computation

Neural Computation

Piecewise-Linear Neural Networks and Their Relationship to Rule Extraction from Data

Neural Computation

Bootstrap learning for accurate onset detection

Machine Learning

Computational Properties of Networks of Synchronous Groups of Spiking Neurons

Neural Computation

Approximation capability of layered neural networks with sigmoid units on two layers

Neural Computation

A novel fast Kolmogorov's spline complex network for pattern detection

WSEAS TRANSACTIONS on SYSTEMS

A novel fast Kolmogorov's spline complex network for pattern detection

SMO'08 Proceedings of the 8th conference on Simulation, modelling and optimization

Artificial neural network vs. nonlinear regression for gold content estimation in pyrometallurgy

Expert Systems with Applications: An International Journal

How many hidden layers and nodes?

International Journal of Remote Sensing

Artificial neural networks for optimization of gold-bearing slime smelting

Expert Systems with Applications: An International Journal

Computational Intelligence Methods for Discovering Diagnostic Gene Targets about aGVHD

Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009

Evaluating Soft Computing Techniques for Path Loss Estimation in Urban Environments

Proceedings of the 2009 conference on Neural Nets WIRN09: Proceedings of the 19th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, May 28--30 2009

Function Decomposition Network

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

Discovering Diagnostic Gene Targets and Early Diagnosis of Acute GVHD Using Methods of Computational Intelligence over Gene Expression Data

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

Advanced Integration of Neural Networks for Characterizing Voids in Welded Strips

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

A universal mapping for kolmogorov's superposition theorem

Neural Networks

Seasonality and neural networks: a new approach

International Journal of Metaheuristics

Simulated wave-driven ANN model for typhoon waves

Advances in Engineering Software

Hybrid structure based on previous knowledge and GA to search the ideal neurons quantity for the hidden layer of MLP-Application in the cold rolling process

Applied Soft Computing

ICA based Algorithms for Flaw Classification in Pulsed Eddy Current Data: A Study

Proceedings of the 2011 conference on Neural Nets WIRN10: Proceedings of the 20th Italian Workshop on Neural Nets

Combining experimental design and artificial neural networks for the determination of chlorinated compounds in fish using matrix solid-phase dispersion

Applied Soft Computing

Learning images using compositional pattern-producing neural networks for source camera identification and digital demographic diagnosis

Pattern Recognition Letters

Using kolmogorov inspired gates for low power nanoelectronics

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

Neurocontrol of nonlinear systems via local memory neurons

Mathematical and Computer Modelling: An International Journal

Incidental neural networks as nomograms generators

ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I

A Bayesian latent variable model with classification and regression tree approach for behavior and credit scoring

Knowledge-Based Systems

Hybrid thermal model for swimming pools based on artificial neural networks for southeast region of Brazil

Expert Systems with Applications: An International Journal

Nonlinear identification of a gasoline HCCI engine using neural networks coupled with principal component analysis

Applied Soft Computing

Computation with phase oscillators: An oscillatory perceptron model

Neurocomputing

Universal approximation by radial basis function networks of Delsarte translates

Neural Networks