A resource-allocating network for function interpolation

A sequential learning scheme for function approximation using minimal radial basis function neural networks

Neural Computation

Prediction of Chaotic Time-Series with a Resource-Allocating RBF Network

Neural Processing Letters

Bayesian radial basis functions of variable dimension

Neural Computation

Real time proximity effects neurocorrector

Microelectronic Engineering

A Direct Link Minimal Resource Allocation Network for Adaptive Noise Cancellation

Neural Processing Letters

Nonlinear System Identification Using Lyapunov Based Fully Tuned Dynamic RBF Networks

Neural Processing Letters

Density-Based Multiscale Data Condensation

IEEE Transactions on Pattern Analysis and Machine Intelligence

Hybrid Feedforward Neural Networks for Solving Classification Problems

Neural Processing Letters

A fast learning algorithm for parismonious fuzzy neural systems

Fuzzy Sets and Systems - Information processing

Sparse on-line Gaussian processes

Neural Computation

A Sigma-Pi-Sigma Neural Network (SPSNN)

Neural Processing Letters

Evolved RBF Networks for Time-Series Forecasting and Function Approximation

PPSN VII Proceedings of the 7th International Conference on Parallel Problem Solving from Nature

Sensory Flow Segmentation Using a Resource Allocating Vector Quantizer

Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition

An Adaptive Learning Algorithm Aimed at Improving RBF Network Generalization Ability

AI '02 Proceedings of the 15th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence

SSA, SVD, QR-cp, and RBF Model Reduction

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Applying LSTM to Time Series Predictable through Time-Window Approaches

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

Observational Learning with Modular Networks

IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents

Optimizing RBF Networks with Cooperative/Competitive Evolution of Units and Fuzzy Rules

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I

Evolving RBF Neural Networks

IWANN '01 Proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks: Connectionist Models of Neurons, Learning Processes and Artificial Intelligence-Part I

Pattern Recognition and Neural Networks

Machine Learning and Its Applications, Advanced Lectures

Adaptive Radial Basis Decomposition by Learning Vector Quantization

Neural Processing Letters

Adaptive speech recognition with evolving connectionist systems

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Spoken language analysis, modeling and recognition-statistical and adaptive connectionist approaches

A new algorithm for online structure and parameter adaptation of RBF networks

Neural Networks

Detecting Network Attacks in the Internet via Statistical Network Traffic Normality Prediction

Journal of Network and Systems Management

Neocognitron capable of incremental learning

Neural Networks

A Hybrid Intelligent Active Force Controller for Articulated Robot Arms Using Dynamic Structure Neural Network

Journal of Intelligent and Robotic Systems

Identification of nonlinear discrete-time systems using raised-cosine radial basis function networks

International Journal of Systems Science

Evolving RBF neural networks for time-series forecasting with EvRBF

Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Informatics and computer science intelligent systems applications

Evolutionary Radial Basis Functions for Credit Assessment

Applied Intelligence

Neural Networks Letter: Intelligent initialization of resource allocating RBF networks

Neural Networks

An Ensemble of Cooperative Extended Kohonen Maps for Complex Robot Motion Tasks

Neural Computation

Incremental Online Learning in High Dimensions

Neural Computation

Subspace Information Criterion for Model Selection

Neural Computation

2005 Special issue: Incremental learning of feature space and classifier for face recognition

Neural Networks - 2005 Special issue: IJCNN 2005

Robust Full Bayesian Learning for Radial Basis Networks

Neural Computation

A Reconfigurable Gaussian/Triangular Basis Functions Computation Circuit

Analog Integrated Circuits and Signal Processing

On-line EM Algorithm for the Normalized Gaussian Network

Neural Computation

Constructive Incremental Learning from Only Local Information

Neural Computation

Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms

International Journal of Approximate Reasoning

A sequential algorithm for feed-forward neural networks with optimal coefficients and interacting frequencies

Neurocomputing

Heuristics for the selection of weights in sequential feed-forward neural networks: An experimental study

Neurocomputing

Improved GAP-RBF network for classification problems

Neurocomputing

Letters: Convex incremental extreme learning machine

Neurocomputing

Restricted gradient-descent algorithm for value-function approximation in reinforcement learning

Artificial Intelligence

Error-driven active learning in growing radial basis function networks for early robot learning

Neurocomputing

A sequential multi-category classifier using radial basis function networks

Neurocomputing

Pruning with replacement on limited resource allocating networks by f-projections

Neural Computation

Regularization in the selection of radial basis function centers

Neural Computation

Comparison of some neural network and scattered data approximations: The inverse manipulator kinematics example

Neural Computation

LRBNN: A Lazy Radial Basis Neural Network model

AI Communications

NARMAX-model-based time series modeling and prediction: feedforward and recurrent fuzzy neural network approaches

ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing

Automated cross-modal mapping in robotic eye/hand systems using plastic radial basis function networks

Connection Science

Learning radial basis neural networks in a lazy way: A comparative study

Neurocomputing

Efficient Training of RBF Networks Via the BYY Automated Model Selection Learning Algorithms

ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks

An On-Line Learning Radial Basis Function Network and Its Application

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

A Sequential Learning Algorithm for RBF Networks with Application to Ship Inverse Control

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

Model selection approaches for non-linear system identification: a review

International Journal of Systems Science

Convergence analysis of convex incremental neural networks

Annals of Mathematics and Artificial Intelligence

Enhancing the generalization ability of neural networks through controlling the hidden layers

Applied Soft Computing

An online Bayesian Ying-Yang learning applied to fuzzy CMAC

Neurocomputing

Kernel least mean square algorithm with constrained growth

Signal Processing

Subsonic Tests of a Flush Air Data Sensing System Applied to a Fixed-Wing Micro Air Vehicle

Journal of Intelligent and Robotic Systems

Solving a system of nonlinear integral equations by an RBF network

Computers & Mathematics with Applications

Systemical convergence rate analysis of convex incremental feedforward neural networks

Neurocomputing

Simultaneous input variable and basis function selection for RBF networks

Neurocomputing

2009 Special Issue: Evolving neural networks for strategic decision-making problems

Neural Networks

A Versatile Hyper-Ellipsoidal Basis Function for Function Approximation in High Dimensional Space

ISNN '09 Proceedings of the 6th International Symposium on Neural Networks on Advances in Neural Networks

Online FCMAC-BYY Model with Sliding Window

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

An Online Self-constructing Fuzzy Neural Network with Restrictive Growth

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

Pipelined Genetic Algorithm Initialized RAN Based RBF Modulation Classifier

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

On-Line Tuning of a Neural PID Controller Based on Variable Structure RBF Network

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

New Method for Filtered ICA Signals Applied To Volatile Time Series.

IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods

A fast and accurate online self-organizing scheme for parsimonious fuzzy neural networks

Neurocomputing

Sequential Hierarchical Pattern Clustering

PRIB '09 Proceedings of the 4th IAPR International Conference on Pattern Recognition in Bioinformatics

Enhancing network traffic prediction and anomaly detection via statistical network traffic separation and combination strategies

Computer Communications

Extended kernel recursive least squares algorithm

IEEE Transactions on Signal Processing

Evolving logic networks with real-valued inputs for fast incremental learning

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on human computing

A decade of Kasabov's evolving connectionist systems: a review

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

A multitask learning model for online pattern recognition

IEEE Transactions on Neural Networks

A growing and pruning method for radial basis function networks

IEEE Transactions on Neural Networks

Error minimized extreme learning machine with growth of hidden nodes and incremental learning

IEEE Transactions on Neural Networks

A constructive enhancement for online sequential extreme learning machine

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

A compact network with improved generalization using wavelet basis function network for static non-linear functions

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

Sequential Adaptive Fuzzy Inference System (SAFIS) for nonlinear system identification and prediction

Fuzzy Sets and Systems

A fast and compact fuzzy neural network for online extraction of fuzzy rules

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

An intelligent PID controller based on variable structure radial basis function network

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

Fuzzy neural network controller for AUV based on RAN

CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference

SOFMLS: online self-organizing fuzzy modified least-squares network

IEEE Transactions on Fuzzy Systems

An evolving fuzzy neural network based on the mapping of similarities

IEEE Transactions on Fuzzy Systems

CO$^2$RBFN for short-term forecasting of the extra virgin olive oil price in the Spanish market

International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models

Intelligent hybrid modelling towards the prognosis of abdominal pain

International Journal of Hybrid Intelligent Systems - CIMA-08

Computationally efficient sequential learning algorithms for direct link resource-allocating networks

Neurocomputing

Dynamic temperature modeling of continuous annealing furnace using GGAP-RBF neural network

Neurocomputing

A study on the use of imputation methods for experimentation with Radial Basis Function Network classifiers handling missing attribute values: The good synergy between RBFNs and EventCovering method

Neural Networks

The antiquadrupolar phase of the biquadratic neural network

IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1

Meta-learning for fast incremental learning

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

Auto-adaptive and dynamical clustering neural network

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

Improving the performance of resource allocation networks through hierarchical clustering of high-dimensional data

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

Online training of hierarchical RBF

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

A hierarchical RBF online learning algorithm for real-time 3-D scanner

IEEE Transactions on Neural Networks

Functional modelling of large scattered data sets using neural networks

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

An autonomous learning algorithm of resource allocating network

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning

Online training for single hidden-layer Online training for single hidden-layer

CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation

Covariate shift and incremental learning

ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I

Fuzzy CMAC with incremental Bayesian Ying-Yang learning and dynamic rule construction

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

eFSM: a novel online neural-fuzzy semantic memory model

IEEE Transactions on Neural Networks

Sparse approximation through boosting for learning large scale kernel machines

IEEE Transactions on Neural Networks

A BCM theory of meta-plasticity for online self-reorganizing fuzzy-associative learning

IEEE Transactions on Neural Networks

A new online learning algorithm for structure-adjustable extreme learning machine

Computers & Mathematics with Applications

POFGEC: growing neural network of classifying potential function generators

International Journal of Knowledge Engineering and Soft Data Paradigms

An evolving-onstruction scheme for fuzzy systems

IEEE Transactions on Fuzzy Systems

Analysis of an evolutionary RBFN design algorithm, CO2RBFN, for imbalanced data sets

Pattern Recognition Letters

A sequential learning algorithm for self-adaptive resource allocation network classifier

Neurocomputing

A real-time personal authentication system with selective attention and incremental learning mechanism in feature extraction and classifier

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence

Incremental model selection and ensemble prediction under virtual concept drifting environments

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence

The complex Gaussian kernel LMS algorithm

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

Error tolerance based support vector machine for regression

Neurocomputing

Time series prediction evolving Voronoi regions

Applied Intelligence

Incremental learning with multi-level adaptation

Neurocomputing

A Gaussian synapse circuit for analog VLSI neural networks

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Evaluation of a resource allocating network with long term memory using GPU

ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II

Radial Basis Function Network for Multitask Pattern Recognition

Neural Processing Letters

Identification of the hierarchical data structure

Pattern Recognition and Image Analysis

A generalized online self-constructing fuzzy neural network

ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II

An efficient self-organizing RBF neural network for water quality prediction

Neural Networks

Batch intrinsic plasticity for extreme learning machines

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

A Generalized Ellipsoidal Basis Function Based Online Self-constructing Fuzzy Neural Network

Neural Processing Letters

Comparing error minimized extreme learning machines and support vector sequential feed-forward neural networks

Neural Networks

Sequential learning with LS-SVM for large-scale data sets

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II

Adaptive point-cloud surface interpretation

CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics

Global versus local constructive function approximation for on-line reinforcement learning

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

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

A new on-line modeling approach to nonlinear dynamic systems

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

Dynamic tracking control of mobile robots using an improved radial basis function neural network

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

A resource allocating neural network based approach for detecting end-to-end network performance anomaly

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

Meta-cognitive Neural Network for classification problems in a sequential learning framework

Neurocomputing

A constructive algorithm for wavelet neural networks

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

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

Multiple models adaptive control based on RBF neural network dynamic compensation

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III

Bayesian spectral deconvolution with the exchange Monte Carlo method

Neural Networks

Incremental face recognition for large-scale social network services

Pattern Recognition

A hybrid artificial intelligence sales-forecasting system in the convenience store industry

Human Factors in Ergonomics & Manufacturing

2012 Special Issue: Identification of brain regions responsible for Alzheimer's disease using a Self-adaptive Resource Allocation Network

Neural Networks

ABR traffic management using minimal resource allocation (neural) networks

Computer Communications

The automatic model selection and variable kernel width for RBF neural networks

Neurocomputing

Mean square convergence analysis for kernel least mean square algorithm

Signal Processing

A Review of Codebook Models in Patch-Based Visual Object Recognition

Journal of Signal Processing Systems

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

Applied Soft Computing

A meta-cognitive sequential learning algorithm for neuro-fuzzy inference system

Applied Soft Computing

An incremental neural network with a reduced architecture

Neural Networks

Meta-cognitive RBF Network and its Projection Based Learning algorithm for classification problems

Applied Soft Computing

Research of the urban air quality forecast method based on resource allocation network

AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence

Characterization of Concentrating Photovoltaic modules by cooperative competitive Radial Basis Function Networks

Expert Systems with Applications: An International Journal

Parameterization of point-cloud freeform surfaces using adaptive sequential learning RBFnetworks

Pattern Recognition

A novel self-constructing Radial Basis Function Neural-Fuzzy System

Applied Soft Computing

Wavelet neural networks: A practical guide

Neural Networks

Data driven modeling based on dynamic parsimonious fuzzy neural network

Neurocomputing

Fixed budget quantized kernel least-mean-square algorithm

Signal Processing

FRAN and RBF-PSO as two components of a hyper framework to recognize protein folds

Computers in Biology and Medicine

An improved learning scheme for extracting t-s fuzzy rules from data samples

ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II

A growing and pruning sequential learning algorithm of hyper basis function neural network for function approximation

Neural Networks

Kernel minimum error entropy algorithm

Neurocomputing

Fuzzy Control of a Helio-Crane

Journal of Intelligent and Robotic Systems

A linear recurrent kernel online learning algorithm with sparse updates

Neural Networks

Online ship roll motion prediction based on grey sequential extreme learning machine

Neurocomputing