Universal approximation of an unknown mapping and its derivatives using multilayer feedforward networks

Original Contribution: On learning the derivatives of an unknown mapping with multilayer feedforward networks

Neural Networks

Original Contribution: Approximation of a function and its derivative with a neural network

Neural Networks

Original Contribution: On the Q-state neuron problem in attractor neural networks

Neural Networks

Original Contribution: On the complexity of approximating mappings using feedforward networks

Neural Networks

1994 Special Issue: Design and evolution of modular neural network architectures

Neural Networks - Special issue: models of neurodynamics and behavior

Hybrid learning of mapping and its Jacobian in multilayer neural networks

Neural Computation

SUSTAIN: a model of human category learning

AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence

Approximate Feedback Linearisation Using Multilayer Neural Networks

Neural Processing Letters

Neural Network Method for Solving Partial Differential Equations

Neural Processing Letters

A Stable Neuro-Adaptive Controller for Rigid Robot Manipulators

Journal of Intelligent and Robotic Systems

Sensor Selection by GMB-REM in Real Robot Position Estimation

Journal of Intelligent and Robotic Systems

Improved Sensor Selection Technique by Integrating Sensor Fusion in Robot Position Estimation

Journal of Intelligent and Robotic Systems

Adaptive statistical algorithms in network reliability analysis

Performance Evaluation

On Numerical Solution of Shape Inverse Problems

Computational Optimization and Applications

On the capabilities of neural networks using limited precision weights

Neural Networks

Approximation, Dimension Reduction, and Nonconvex Optimization Using Linear Superpositions of Gaussians

IEEE Transactions on Computers

Dynamic system identification via recurrent multilayer perceptrons

Information Sciences—Informatics and Computer Science: An International Journal

Intelligent locomotion control on sloping surfaces

Information Sciences—Informatics and Computer Science: An International Journal

Orthogonal least squares algorithm for the approximation of a map and its derivatives with a RBF network

Signal Processing

Solving Nonlinear Differential Equations by a Neural Network Method

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

Medical Analysis and Diagnosis by Neural Networks

ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis

Ensemble Methods in Machine Learning

MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems

Enhanced Neural Networks and Medical Imaging

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

Testing for neglected nonlinearity in time series models: a comparison of neural network methods and alternative tests

Essays in econometrics

Best Practices for Convolutional Neural Networks Applied to Visual Document Analysis

ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2

Parameter estimation of sigmoid superpositions: dynamical system approach

Neural Computation

Sigmoidal Function Classes for Feedforward Artificial Neural Networks

Neural Processing Letters

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)

Text Recognition of Low-resolution Document Images

ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition

Detecting business cycle asymmetries using artificial neural networks and time series models

Computational Economics

Simultaneous Lp-approximation order for neural networks

Neural Networks

Optimization of ann applied to non-linear system identification

MIC'06 Proceedings of the 25th IASTED international conference on Modeling, indentification, and control

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

Computational Statistics & Data Analysis

Brief paper: A neural network solution for fixed-final time optimal control of nonlinear systems

Automatica (Journal of IFAC)

2007 Special Issue: Reducing uncertainties in neural network Jacobians and improving accuracy of neural network emulations with NN ensemble approaches

Neural Networks

Movie forecast Guru: A Web-based DSS for Hollywood managers

Decision Support Systems

Forecasting Thailand's rice export: Statistical techniques vs. artificial neural networks

Computers and Industrial Engineering

The estimate for approximation error of neural networks: A constructive approach

Neurocomputing

Novel yield model for integrated circuits with clustered defects

Expert Systems with Applications: An International Journal

Third-order generalization: A new approach to categorizing higher-order generalization

Neurocomputing

The relationship between market sentiment and equity premium: an artificial neural network analysis

International Journal of Electronic Finance

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

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

Neural Computation

Neural network solution for finite-horizon H∞ state feedback control of nonlinear systems

International Journal of Systems Science

Direct neural network-based self-tuning control for a class of nonlinear systems

International Journal of Systems Science

The essential order of approximation for Suzuki's neural networks

Neurocomputing

Predicting admission counseling triumph of colleges using neural networks

AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases

A Nonlinear Hierarchical Multiple Models Neural Network Decoupling Controller

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

Analysis of healthcare coverage: A data mining approach

Expert Systems with Applications: An International Journal

Combined input variable selection and model complexity control for nonlinear regression

Pattern Recognition Letters

Neural Predictive Force Control for a Hydraulic Actuator: Simulation and Experiment

Applied Artificial Intelligence

Control of a differentially driven mobile robot using radial basis function based neural networks

WSEAS Transactions on Systems and Control

Comparison of artificial neural network and fuzzy logic models for prediction of long-term compressive strength of silica fume concrete

Advances in Engineering Software

2009 Special Issue: Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems

Neural Networks

Mobile robot heading adjustment using radial basis function neural networks controller and reinforcement learning

CONTROL'08 Proceedings of the 4th WSEAS/IASME international conference on Dynamical systems and control

Intelligent Experimental Design Using an Artificial Neural Network Meta Model and Information Theory

Proceedings of the 2006 conference on Integrated Intelligent Systems for Engineering Design

The approximation operators with sigmoidal functions

Computers & Mathematics with Applications

Predicting breast cancer survivability: a comparison of three data mining methods

Artificial Intelligence in Medicine

Computational capabilities of graph neural networks

IEEE Transactions on Neural Networks

Reinforcement learning and adaptive dynamic programming for feedback control

IEEE Circuits and Systems Magazine

Constrained Control of Weakly Coupled Nonlinear Systems Using Neural Network

PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence

Constrained controller design for a class of nonlinear discrete-time uncertain systems

ACC'09 Proceedings of the 2009 conference on American Control Conference

Generalized policy iteration for continuous-time systems

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

Modelling sovereign credit ratings: Neural networks versus ordered probit

Expert Systems with Applications: An International Journal

Predicting box-office success of motion pictures with neural networks

Expert Systems with Applications: An International Journal

Approximation properties of piece-wise parabolic functions fuzzy logic systems

Fuzzy Sets and Systems

The errors in simultaneous approximation by feed-forward neural networks

Neurocomputing

Some new results on neural network approximation

Neural Networks

Support Vector Regression for the simultaneous learning of a multivariate function and its derivatives

Neurocomputing

Predicting saturates of sour vacuum gas oil using artificial neural networks and genetic algorithms

Expert Systems with Applications: An International Journal

Bio-inspired memory generation by recurrent neural networks

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

Online actor-critic algorithm to solve the continuous-time infinite horizon optimal control problem

Automatica (Journal of IFAC)

New study on neural networks: the essential order of approximation

Neural Networks

Novel maximum-margin training algorithms for supervised neural networks

IEEE Transactions on Neural Networks

A comparative analysis of machine learning techniques for student retention management

Decision Support Systems

A comparison of two data analysis techniques and their applications for modeling the carbon dioxide capture process

Engineering Applications of Artificial Intelligence

Three-layer feedforward structures smoothly approximating polynomial functions

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

A conservative method of wavelet neural network based meta-modeling in constrained approximate optimization

Computers and Structures

Analysis of data for the carbon dioxide capture domain

Engineering Applications of Artificial Intelligence

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

Fluctuations in Economic and Activity and Stabilization Policies in the CIS

Computational Economics

Multivariate sigmoidal neural network approximation

Neural Networks

Revisiting tests for neglected nonlinearity using artificial neural networks

Neural Computation

The errors of simultaneous approximation of multivariate functions by neural networks

Computers & Mathematics with Applications

Hierarchical multiple models neural network decoupling controller for a nonlinear system

ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III

Multi-player non-zero-sum games: Online adaptive learning solution of coupled Hamilton-Jacobi equations

Automatica (Journal of IFAC)

Essential rate for approximation by spherical neural networks

Neural Networks

An improved SPSA algorithm for system identification using fuzzy rules for training neural networks

International Journal of Automation and Computing

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

Applied Soft Computing

Approximation of curves contained on the surface by freed-forward neural networks

AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III

Comparative analysis of data mining methods for bankruptcy prediction

Decision Support Systems

Principles and typical computational limitations of sparse speaker separation based on deterministic speech features

Neural Computation

A hybrid model for forecasting aquatic products short-term price integrated wavelet neural network with genetic algorithm

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

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

An improved OIF elman neural network and its applications to stock market

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I

An analytic approach to better understanding and management of coronary surgeries

Decision Support Systems

An improved elman neural network with profit factors and its applications

ICIC'06 Proceedings of the 2006 international conference on Intelligent Computing - Volume Part I

A gradient-based ELM algorithm in regressing multi-variable functions

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

A neuro-genetic control scheme application for industrial R3 workspaces

HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I

Numerical treatment of nonlinear Emden---Fowler equation using stochastic technique

Annals of Mathematics and Artificial Intelligence

Predicting and analyzing secondary education placement-test scores: A data mining approach

Expert Systems with Applications: An International Journal

Editorial: Introduction to the special issue on neural network feedback control

Automatica (Journal of IFAC)

Disturbance attenuating controller design for strict-feedback systems with structurally unknown dynamics

Automatica (Journal of IFAC)

Pricing And Hedging Short Sterling Options Using Neural Networks

International Journal of Intelligent Systems in Accounting and Finance Management

Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approach

Automatica (Journal of IFAC)

State observer design for nonlinear systems using neural network

Applied Soft Computing

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

Mathematical and Computer Modelling: An International Journal

Establishing criteria to ensure successful feedforward artificial neural network modelling of mechanical systems

Mathematical and Computer Modelling: An International Journal

Approximation properties of local bases assembled from neural network transfer functions

Mathematical and Computer Modelling: An International Journal

Determining functional relationships from trained neural networks

Mathematical and Computer Modelling: An International Journal

Solving differential equations by means of feed-forward artificial neural networks

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

Parameter optimization of continuous sputtering process based on Taguchi methods, neural networks, desirability function, and genetic algorithms

Expert Systems with Applications: An International Journal

Training neural network with zero weight initialization

Proceedings of the CUBE International Information Technology Conference

Nonlinearity in Forecasting of High-Frequency Stock Returns

Computational Economics

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

Expert Systems with Applications: An International Journal

Global structural optimization considering expected consequences of failure and using ANN surrogates

Computers and Structures

Eigenvalue decay: A new method for neural network regularization

Neurocomputing

Identification and modeling of the three rotational movements of a miniature coaxial helicopter

Simulation

A machine learning-based usability evaluation method for eLearning systems

Decision Support Systems

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

Journal of Computer and Systems Sciences International