Approximation capabilities of multilayer feedforward networks

A learning method for neural networks with a subordinate evaluation function

SAC '92 Proceedings of the 1992 ACM/SIGAPP symposium on Applied computing: technological challenges of the 1990's

Original Contribution: Multilayer feedforward networks with a nonpolynomial activation function can approximate any function

Neural Networks

Efficient learning of continuous neural networks

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

Extracting rules from neural networks by pruning and hidden-unit splitting

Neural Computation

A Bayesian/Information Theoretic Model of Learning to Learn viaMultiple Task Sampling

Machine Learning - Special issue on inductive transfer

Nonlinear Versus Linear Learning Devices: A Procedural Perspective

Computational Economics

Adaptive calibration of imaging array detectors

Neural Computation

Adaptive statistical algorithms in network reliability analysis

Performance Evaluation

On the capabilities of neural networks using limited precision weights

Neural Networks

Pattern Recognition Theory in Nonlinear Signal Processing

Journal of Mathematical Imaging and Vision

A Generalized Algorithm of Training a Formal Neuron

Cybernetics and Systems Analysis

Intelligent locomotion control on sloping surfaces

Information Sciences—Informatics and Computer Science: An International Journal

Speaker-specific mapping for text-independent speaker recognition

Speech Communication

Ensembles of Learning Machines

WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers

Optimum Work Roll Profile Selection in the Hot Rolling of Wide Steel Strip Using Computational Intelligence

Proceedings of the 6th International Conference on Computational Intelligence, Theory and Applications: Fuzzy Days

Neural Networks as a Tool for Gray Box Modelling in Reactive Distillation

Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications

Neural Learning Invariant to Network Size Changes

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

Generating Linear Regression Rules from Neural Networks Using Local Least Squares Approximation

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

Enhanced Neural Networks and Medical Imaging

CAIP '99 Proceedings of the 8th International Conference on Computer Analysis of Images and Patterns

Time in Connectionist Models

Sequence Learning - Paradigms, Algorithms, and Applications

Approaches to combining local and evolutionary search for training neural networks: a review and some new results

Advances in evolutionary computing

The effect of training set distributions for supervised learning artificial neural networks on classification accuracy

Information management

Relaxed conditions for radial-basis function networks to be universal approximators

Neural Networks

Neurodynamical Optimization

Journal of Global Optimization

Properties and applications of weakly nonlinear neurons

Journal of Computational and Applied Mathematics - Special Issue: Proceedings of the 10th international congress on computational and applied mathematics (ICCAM-2002)

Neural learning methods yielding functional invariance

Theoretical Computer Science

Some neural network applications in environmental sciences. Part I: forward and inverse problems in geophysical remote measurements

Neural Networks - 2003 Special issue: Neural network analysis of complex scientific data: Astronomy and geosciences

A principled approach for building and evaluating neural network classification models

Decision Support Systems

Functional multi-layer perceptron: a non-linear tool for functional data analysis

Neural Networks

2006 Special issue: Complex hybrid models combining deterministic and machine learning components for numerical climate modeling and weather prediction

Neural Networks - 2006 special issue: Earth sciences and environmental applications of computational intelligence

Real-time deformation of structure using finite element and neural networks in virtual reality applications

Finite Elements in Analysis and Design

Predicting the quality of service of wireless LANs using neural networks

Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems

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

Neural Computation

Efficient Access Control in Wireless Network

WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology

Analysing the performance of bootstrap neural tests for conditional heteroskedasticity in ARCH-M models

Computational Statistics & Data Analysis

Functions bandlimited in frequency are free of the curse of dimensionality

Neurocomputing

Neural network based optimal control of a biosynthesis process

International Journal of Knowledge-based and Intelligent Engineering Systems - Advanced Intelligent Techniques in Engineering Applications

Forecasting nonlinear time series with neural network sieve bootstrap

Computational Statistics & Data Analysis

CILIOS: Connectionist inductive learning and inter-ontology similarities for recommending information agents

Information Systems

Adaptive fuzzy control for a class of uncertain nonaffine nonlinear systems

Information Sciences: an International Journal

Letters: Convex incremental extreme learning machine

Neurocomputing

Predicting opponent's moves in electronic negotiations using neural networks

Expert Systems with Applications: An International Journal

A hybrid method for parameter estimation and its application to biomedical systems

Computer Methods and Programs in Biomedicine

Neural networks for bandwidth selection in local linear regression of time series

Computational Statistics & Data Analysis

A bivariate fuzzy time series model to forecast the TAIEX

Expert Systems with Applications: An International Journal

A homomorphic neural network for modeling and prediction

Neural Computation

Kolmogorov's theorem is relevant

Neural Computation

2008 Special Issue: Neural network approach for robust and fast calculation of physical processes in numerical environmental models: Compound parameterization with a quality control of larger errors

Neural Networks

Bayesian self-organization driven by prior probability distributions

Neural Computation

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

Neural Computation

Degree of approximation results for feedforward networks approximating unknown mappings and their derivatives

Neural Computation

Functionally equivalent feedforward neural networks

Neural Computation

Combining exploratory projection pursuit and projection pursuit regression with application to neural networks

Neural Computation

Using neural networks to tune heuristic parameters in evolutionary optimization

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

Financial time series prediction using polynomial pipelined neural networks

Expert Systems with Applications: An International Journal

A modular classification model for received signal strength based location systems

Neurocomputing

Reduction of location estimation error using neural networks

Proceedings of the first ACM international workshop on Mobile entity localization and tracking in GPS-less environments

Utility of multilayer perceptron neural network classifiers in the diagnosis of the obstructive sleep apnoea syndrome from nocturnal oximetry

Computer Methods and Programs in Biomedicine

Universal Approximation and QoS Violation Application of Extreme Learning Machine

Neural Processing Letters

Uniform Approximation Capabilities of Sum-of-Product and Sigma-Pi-Sigma Neural Networks

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

Approximation Property of Weighted Wavelet Neural Networks

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

A Sequential Hybrid Forecasting System for Demand Prediction

MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition

NN-Based Near Real Time Load Prediction for Optimal Generation Control

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

Simultaneous approximations of polynomials and derivatives and their applications to neural networks

Neural Computation

Convergence analysis of convex incremental neural networks

Annals of Mathematics and Artificial Intelligence

Predict soil texture distributions using an artificial neural network model

Computers and Electronics in Agriculture

Neural network based detection of hard exudates in retinal images

Computer Methods and Programs in Biomedicine

Systemical convergence rate analysis of convex incremental feedforward neural networks

Neurocomputing

Approximation capabilities of multilayer fuzzy neural networks on the set of fuzzy-valued functions

Information Sciences: an International Journal

Optimal Inversion of Open Boundary Conditions Using BPNN Data-Driven Model Combined with Tidal Model

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

Interval regression analysis using support vector networks

Fuzzy Sets and Systems

Statistical damage analysis of extrusion processes using finite element method and neural networks simulation

Finite Elements in Analysis and Design

Adaptive fuzzy output tracking control for a class of uncertain nonlinear systems

Fuzzy Sets and Systems

Equivalent Relationship of Feedforward Neural Networks and Real-Time Face Detection System

Proceedings of the FIRA RoboWorld Congress 2009 on Advances in Robotics

Feedforward neural network and adaptive network-based fuzzy inference system in study of power lines

Expert Systems with Applications: An International Journal

CorpWiki: A self-regulating wiki to promote corporate collective intelligence through expert peer matching

Information Sciences: an International Journal

A new adaptive merging and growing algorithm for designing artificial neural networks

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

Computational capabilities of graph neural networks

IEEE Transactions on Neural Networks

A hybrid pareto mixture for conditional asymmetric fat-tailed distributions

IEEE Transactions on Neural Networks

Artificial neural network-based kinematics Jacobian solution for serial manipulator passing through singular configurations

Advances in Engineering Software

Approximation Capability of Continuous Time Recurrent Neural Networks for Non-autonomous Dynamical Systems

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

Boosted Neural Networks in Evolutionary Computation

ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II

Neural networks with asymmetric activation function for function approximation

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

Neural networks for fitting PES data distributions of asphaltene interaction

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

Input-variable specification for neural networks: an analysis of forecasting low and high time series frequency

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

Genetic algorithms for MLP neural network parameters optimization

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

A new constructive algorithm for architectural and functional adaptation of artificial neural networks

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

Some new results on neural network approximation

Neural Networks

A dynamic architecture for artificial neural networks

Neurocomputing

Pruned neural networks for regression

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence

Neural network prediction of the roll motion of a ship for intelligent course control

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 III

Application of neural network to the alignment of strapdown inertial navigation system

ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications

Localization of wireless sensor network using artificial neural network

ISCIT'09 Proceedings of the 9th international conference on Communications and information technologies

Feature selection for time series prediction - A combined filter and wrapper approach for neural networks

Neurocomputing

Constructive approximation to multivariate function by decay RBF neural network

IEEE Transactions on Neural Networks

Neural networks as surrogate models for measurements in optimization algorithms

ASMTA'10 Proceedings of the 17th international conference on Analytical and stochastic modeling techniques and applications

Pairwise issue modeling for negotiation counteroffer prediction using neural networks

Decision Support Systems

New approach for the identification and validation of a nonlinear F/A-18 model by use of neural networks

IEEE Transactions on Neural Networks

Adaptive neuro-fuzzy modeling for crop yield prediction

AIKED'11 Proceedings of the 10th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases

Combining complementary neural network and error-correcting output codes for multiclass classification problems

ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science

Numerical procedure for multiscale bone adaptation prediction based on neural networks and finite element simulation

Finite Elements in Analysis and Design

Forecasting tourism demand using ANFIS for assuaring successful strategies in the view of sustainable development in the tourism sector

EE'07 Proceedings of the 2nd IASME/WSEAS international conference on Energy and environment

Development of a parsimonious GA-NN ensemble model with a case study for Charpy impact energy prediction

Advances in Engineering Software

Approximation of fuzzy functions by regular fuzzy neural networks

Fuzzy Sets and Systems

On the use of feed-forward neural networks to discriminate between models in financial and insurance risk frameworks

KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part II

A novel learning scheme for Chebyshev functional link neural networks

Advances in Artificial Neural Systems

Voting based extreme learning machine

Information Sciences: an International Journal

Neural networks as a unifying learning model for random normal form games

Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems

Empirical study of financial affairs early warning model on companies based on artificial neural network

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Effects of using different neural network structures and cost functions in locomotion control

ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I

Toward global optimization of ANN supported by instance selection for financial forecasting

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

Neural adaptive singularity-free control by backstepping for uncertain nonlinear systems

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

Optimization of forecasting supply chain management sustainable collaboration using hybrid artificial neural network

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

Identification and control using MLP, Elman, NARXSP and radial basis function networks: a comparative analysis

Artificial Intelligence Review

Approximate output regulation of spherical inverted pendulum by neural network control

Neurocomputing

Predictive connectionist approach to speech recognition

Nonlinear Speech Modeling and Applications

Neuro-control of vibration for a maglev vehicle traveling at high speeds

ACMOS'09 Proceedings of the 11th WSEAS international conference on Automatic control, modelling and simulation

Predicting financial distress of the South Korean manufacturing industries

Expert Systems with Applications: An International Journal

A comparison of eight metamodeling techniques for the simulation of N2O fluxes and N leaching from corn crops

Environmental Modelling & Software

Classification approach for reliability-based topology optimization using probabilistic neural networks

Structural and Multidisciplinary Optimization

Methodological triangulation using neural networks for business research

Advances in Artificial Neural Systems

Neural network adaptive robust control of nonlinear systems in semi-strict feedback form

Automatica (Journal of IFAC)

Neural network enhanced output regulation in nonlinear systems

Automatica (Journal of IFAC)

Brief Adaptive neural network control for a class of uncertain nonlinear systems in pure-feedback form

Automatica (Journal of IFAC)

Forecasting chlorine residuals in a water distribution system using a general regression neural network

Mathematical and Computer Modelling: An International Journal

Evaluating direction-of-change forecasting: Neurofuzzy models vs. neural networks

Mathematical and Computer Modelling: An International Journal

Approximation of level continuous fuzzy-valued functions by multilayer regular fuzzy neural networks

Mathematical and Computer Modelling: An International Journal

A study on scalable representations for evolutionary optimization of ground structures

Evolutionary Computation

Challenging SMT solvers to verify neural networks

AI Communications - 18th RCRA International Workshop on “Experimental evaluation of algorithms for solving problems with combinatorial explosion”

Time-delay wavelet neural networks model with application to ship control

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II

Analysis of convergence performance of neural networks ranking algorithm

Neural Networks

Machine Learning for Traffic Prediction

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)

Fusion of multiple data mining techniques for effective network intrusion detection: a contemporary approach

Proceedings of the Fifth International Conference on Security of Information and Networks

Optimal experiment design based on local model networks and multilayer perceptron networks

Engineering Applications of Artificial Intelligence

Double approximate identity neural networks universal approximation in real lebesgue spaces

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I

Displacement prediction model of landslide based on ensemble of extreme learning machine

ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV

Tracking problems of a spherical inverted pendulum via neural network enhanced design

Neurocomputing

Hybrid modeling of spatial continuity for application to numerical inverse problems

Environmental Modelling & Software

Exploring technology evolution and transition characteristics of leading countries: A case of fuel cell field

Advanced Engineering Informatics

Parallel Chaos Search Based Incremental Extreme Learning Machine

Neural Processing Letters

Fast image classification algorithms based on random weights networks

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

Sparse algorithms of Random Weight Networks and applications

Expert Systems with Applications: An International Journal

Review and performance comparison of SVM- and ELM-based classifiers

Neurocomputing

Neural network modeling of vector multivariable functions in ill-posed approximation problems

Journal of Computer and Systems Sciences International

Neural network ensemble operators for time series forecasting

Expert Systems with Applications: An International Journal

Phonetic feature extraction for context-sensitive glottal source processing

Speech Communication