Layered neural networks with Gaussian hidden units as universal approximations

Original Contribution: Fast generating algorithm for a general three-layer perceptron

Neural Networks

Fuzzy Systems as Universal Approximators

IEEE Transactions on Computers

Online learning in radial basis function networks

Neural Computation

Using artificial neural nets to predict academic performance

SAC '96 Proceedings of the 1996 ACM symposium on Applied Computing

Static, Dynamic, and Hybrid Neural Networks in Forecasting Inflation

Computational Economics

Analysis of the Functional Block Involved in the Design of Radial Basis Function Networks

Neural Processing Letters

Problems in pattern classification in high domensional spaces: behavior of a class of combined neuro-fuzzy classifiers

Fuzzy Sets and Systems - Featured Issue: Selected papers from ACIDCA 2000

Biologically Plausible Associative Memory: Continuous Unit Response + Stochastic Dynamics

Neural Processing Letters

Pattern Discovery by Residual Analysis and Recursive Partitioning

IEEE Transactions on Knowledge and Data Engineering

Neural networks with local receptive fields and superlinear VC Dimension

Neural Computation

A neural network tool for analyzing trends in rainfall

Computers & Geosciences

Using novelty detection to identify abnormalities caused by mean shifts in bivariate processes

Computers and Industrial Engineering

Indexed families of functionals and Gaussian radial basis functions

Neural Computation

Gaussian Radial Basis Functions and Inner-Product Spaces

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

Radial Basis Function Neural Networks Have Superlinear VC Dimension

COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory

Feature subset selection using a new definition of classifiability

Pattern Recognition Letters

On-line RBFNN based identification of rapidly time-varying nonlinear systems with optimal structure-adaptation

Mathematics and Computers in Simulation

Neural agent for text database discovery

Intelligent exploration of the web

Data Fusion in Radial Basis Function Networks for Spatial Regression

Neural Processing Letters

Optimum design of structures by an improved genetic algorithm using neural networks

Advances in Engineering Software - Selected papers from civil-comp 2003 and AlCivil-comp 2003

Short communication: Simulation of a coke wastewater nitrification process using a feed-forward neuronal net

Environmental Modelling & Software

A novel efficient two-phase algorithm for training interpolation radial basis function networks

Signal Processing

Generalized multiscale radial basis function networks

Neural Networks

Predicting the future: Advantages of semilocal units

Neural Computation

A matrix method for optimizing a neural network

Neural Computation

Detection of anthelmintics resistant nematodes in sheep flocks using artificial neural networks

AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases

Parameterized cross-validation for nonlinear regression models

Neurocomputing

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

Function Approximation by Neural Networks

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

Design of ensemble neural network using the Akaike information criterion

Engineering Applications of Artificial Intelligence

Complexity of Gaussian-radial-basis networks approximating smooth functions

Journal of Complexity

Solving a system of nonlinear integral equations by an RBF network

Computers & Mathematics with Applications

Community Intrusion Detection System Based on Radial Basic Probabilistic Neural Network

ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II

Non-linear dynamic system identification using Cascaded Functional Link Artificial Neural Network

International Journal of Artificial Intelligence and Soft Computing

Optimum design of structures by an improved genetic algorithm using neural networks

Advances in Engineering Software - Selected papers from civil-comp 2003 and AlCivil-comp 2003

Echo-state-network-based real-time wind speed estimation for wind power generation

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Neural networks with asymmetric activation function for function approximation

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Design of neural networks

KES'07/WIRN'07 Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I

Classification by evolutionary generalised radial basis functions

International Journal of Hybrid Intelligent Systems - Advances in Intelligent Agent Systems

Radial basis function neural network-based adaptive critic control of induction motors

Applied Soft Computing

Comparison on performance of radial basis function neural network and discriminant function in classification of CSEM data

IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I

Normalized RBF neural network for tracking transient signal in the noise

PDCAT'04 Proceedings of the 5th international conference on Parallel and Distributed Computing: applications and Technologies

Normalized RBF neural network for real-time detection of signal in the noise

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

Ammonium estimation in a biological wastewater plant using feedforward neural networks

ANNPR'06 Proceedings of the Second international conference on Artificial Neural Networks in Pattern Recognition

Confidence intervals for the risks of regression models

ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I

Modified radial basis function network for brain tumor classification

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I

Optimised PWL recursive approximation and its application to neuro-fuzzy systems

Mathematical and Computer Modelling: An International Journal

Nonlinear model identification and adaptive control of CO2 sequestration process in saline aquifers using artificial neural networks

Applied Soft Computing

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

Applied Soft Computing

Bayesian ARTMAP for regression

Neural Networks

Classification and translation of style and affect in human motion using RBF neural networks

Neurocomputing