Neural networks for control systems: a survey

A neuro-mimetic dynamic scheduling algorithm for control: analysis and applications

Neural Computation

A Scalable Intelligent Takeoff Controller for a Simulated Running Jointed Leg

Applied Intelligence

Implementation of Adaptive Hyperplanes for the Determination of Robust Control

Journal of Intelligent and Robotic Systems

A Stable Neuro-Adaptive Controller for Rigid Robot Manipulators

Journal of Intelligent and Robotic Systems

Velocity Estimation for Robot Manipulators Using Neural Network

Journal of Intelligent and Robotic Systems

A Neural Net Predictive Control for Telerobots with Time Delay

Journal of Intelligent and Robotic Systems

Dynamic system identification via recurrent multilayer perceptrons

Information Sciences—Informatics and Computer Science: An International Journal

Adaptive Neural Control of Nonlinear Systems

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

A Design of Neural-Net Based Self-Tuning PID Controllers

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

Intelligent optimal control with dynamic neural networks

Neural Networks

A taxonomy for spatiotemporal connectionist networks revisited: the unsupervised case

Neural Computation

Online adaptive fuzzy neural identification and control of nonlinear dynamic systems

Autonomous robotic systems

MIGA, A Software Tool for Nonlinear System Modelling with Modular Neural Networks

Applied Intelligence

An incremental constructive layer algorithm for controller design

Design and application of hybrid intelligent systems

Neural modelling and control of a Diesel engine with pollution constraints

Journal of Intelligent and Robotic Systems

Some Reflections on Intelligent Control

Artificial Intelligence Review

Optimal Control of Fed-Batch Processes Based on Multiple Neural Networks

Applied Intelligence

Controlling a complex electromechanical process on the basis of a neurofuzzy approach

Future Generation Computer Systems

A new approach for neural control of nonlinear discrete dynamic systems

Information Sciences: an International Journal

An Integrated Data Preparation Scheme for Neural Network Data Analysis

IEEE Transactions on Knowledge and Data Engineering

A single network adaptive critic (SNAC) architecture for optimal control synthesis for a class of nonlinear systems

Neural Networks

Modeling and control of non-linear systems using soft computing techniques

Applied Soft Computing

Analysis of pupil fluctuations after a light stimulus by image processing and neural network

Computers & Mathematics with Applications

An optimal dynamic inversion-based neuro-adaptive approach for treatment of chronic myelogenous leukemia

Computer Methods and Programs in Biomedicine

A GMDH neural network-based approach to passive robust fault detection using a constraint satisfaction backward test

Engineering Applications of Artificial Intelligence

Boundedness of the nominal coefficients in Gaussian RBF neural networks

Neurocomputing

Multi-criteria optimization in nonlinear predictive control

Mathematics and Computers in Simulation

Stabilization of unknown nonlinear systems using neural networks

Applied Soft Computing

Enhanced dynamic web page allocation using fuzzy neural network

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

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

International Journal of Systems Science

A fuzzy-neural multi-model for nonlinear systems identification and control

Fuzzy Sets and Systems

Robust H∞ control for uncertain delayed nonlinear systems based on standard neural network models

Neurocomputing

A Novel Multiple Improved PID Neural Network Ensemble Model for pH Value in Wet FGD

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

Multivariable harmonic balance for central pattern generators

Automatica (Journal of IFAC)

ANN based IMC scheme for CSTR

Proceedings of the International Conference on Advances in Computing, Communication and Control

An adaptive drug delivery design using neural networks for effective treatment of infectious diseases: A simulation study

Computer Methods and Programs in Biomedicine

Combined projection and kernel basis functions for classification in evolutionary neural networks

Neurocomputing

Recurrent neuro-fuzzy system for fault detection and isolation in nuclear reactors

Advanced Engineering Informatics

Neural network control of sailboat dynamics: hardware real time implementation experience

ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control

Constrained PI tracking control for output probability distributions based on two-step neural networks

IEEE Transactions on Circuits and Systems Part I: Regular Papers

Delay-dependent H∞ and generalized H2 filtering for delayed neural networks

IEEE Transactions on Circuits and Systems Part I: Regular Papers

Adaptive statistic tracking control based on two-step neural networks with time delays

IEEE Transactions on Neural Networks

Direct Adaptive Soft Computing Neural Control of a Continuous Bioprocess via Second Order Learning

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence

A new neural network-based approach for self-tuning control of nonlinear multi-input multi-output dynamic systems

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

Neural sliding mode control with finite time convergence

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

Controlling a complex electromechanical process on the basis of a neurofuzzy approach

Future Generation Computer Systems

A new approach for neural control of nonlinear discrete dynamic systems

Information Sciences: an International Journal

A hybrid modeling using clustering algorithm for textile slashing process

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

On-line nonlinear systems identification of coupled tanks via fractional differential neural networks

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

A new neuroadaptive control architecture for nonlinear uncertain dynamical systems: beyond σ- and e-modifications

IEEE Transactions on Neural Networks

Sliding-mode-based fuzzy CMAC Controller design for a class of uncertain nonlinear system

SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics

A B-spline network based neural controller for power electronic applications

Neurocomputing

Nonlinear internal model control using neural networks and fuzzy logic: application to an electromechanical process

ICCS'03 Proceedings of the 1st international conference on Computational science: PartI

A design of CMAC based intelligent PID controllers

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

RBF based induction motor control with a good nonlinearity compensation

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

Application for GPS/SINS loosely-coupled integrated system by a new method based on WMRA and RBFNN

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

On building local models for inverse system identification with vector quantization algorithms

Neurocomputing

Fuzzy modelling and control of the air system of a diesel engine

Advances in Fuzzy Systems

Home energy saving through a user profiling system based on wireless sensors

Proceedings of the First ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings

Exponential stabilization of neural networks with various activation functions and mixed time-varying delays

IEEE Transactions on Neural Networks

Passive learning and input-to-state stability of switched Hopfield neural networks with time-delay

Information Sciences: an International Journal

A Q-modification neuroadaptive control architecture for discrete-time systems

IEEE Transactions on Neural Networks

Fuzzy neural classifier for transformer fault diagnosis based on EM learning

ICIC'06 Proceedings of the 2006 international conference on Intelligent computing: Part II

Classification by evolutionary generalised radial basis functions

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

Melt index prediction by RBF neural network optimized with an MPSO-SA hybrid algorithm

Neurocomputing

High performance speed tracking of induction motor drives using an adaptive fuzzy-neural network control

International Journal of Artificial Intelligence and Soft Computing

Two coupled neural-networks-based solution of the Hamilton-Jacobi-Bellman equation

Applied Soft Computing

Reduced neural network models for dynamical systems

NN'05 Proceedings of the 6th WSEAS international conference on Neural networks

Generalized predictive control with a non-linear autoregressive model

ACMOS'05 Proceedings of the 7th WSEAS international conference on Automatic control, modeling and simulation

Neuro-controller design using genetic optimized pole placement method

ACMOS'05 Proceedings of the 7th WSEAS international conference on Automatic control, modeling and simulation

Generalized predictive control with a non-linear autoregressive model

ACMOS'05 Proceedings of the 7th WSEAS international conference on Automatic control, modeling and simulation

An IPSO-based integrated neural classifier for steam turbine vibration fault diagnosis

IMCAS'06 Proceedings of the 5th WSEAS international conference on Instrumentation, measurement, circuits and systems

Self-organizing adaptive fuzzy neural control for the synchronization of uncertain chaotic systems with random-varying parameters

Neurocomputing

Optimization control of rectifier in HVDC system with ADHDP

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

Application of dual heuristic programming in excitation system of synchronous generators

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

Product quality prediction with support vector machines

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

Intelligent Multi-Objective Nonlinear Model Predictive Control (iMO-NMPC): Towards the 'on-line' optimization of highly complex control problems

Expert Systems with Applications: An International Journal

Adaptive critic neural networks for identification of wheeled mobile robot

ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing

Application of wavelet networks to adaptive control of robotic manipulators

ICIRA'11 Proceedings of the 4th international conference on Intelligent Robotics and Applications - Volume Part II

Brief A gradient flow approach to on-line robust pole assignment for synthesizing output feedback control systems

Automatica (Journal of IFAC)

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

Automatica (Journal of IFAC)

Adaptive-critic based optimal neuro control synthesis for distributed parameter systems

Automatica (Journal of IFAC)

On-line identification and adaptive trajectory tracking for nonlinear stochastic continuous time systems using differential neural networks

Automatica (Journal of IFAC)

Predictive neuro-control of uncertain systems: design and use of a neuro-optimizer

Automatica (Journal of IFAC)

Adaptive NN control for a class of strict-feedback discrete-time nonlinear systems

Automatica (Journal of IFAC)

Neurocontrol of nonlinear systems via local memory neurons

Mathematical and Computer Modelling: An International Journal

Neurocontrol of an aircraft: Application to windshear

Mathematical and Computer Modelling: An International Journal

Intelligent transportation systems-Enabling technologies

Mathematical and Computer Modelling: An International Journal

Nonlinear systems identification using dynamic multi-time scale neural networks

Neurocomputing

Dynamics model abstraction scheme using radial basis functions

Journal of Control Science and Engineering - Special issue on Dynamic Neural Networks for Model-Free Control and Identification

Central mechanisms for force and motion-Towards computational synthesis of human movement

Neural Networks

Output feedback direct adaptive neural network control for uncertain SISO nonlinear systems using a fuzzy estimator of the control error

Neural Networks

Cross-Entropy Optimization for Scaling Factors of a Fuzzy Controller: A See-and-Avoid Approach for Unmanned Aerial Systems

Journal of Intelligent and Robotic Systems

Neural network based model predictive controller for simplified heave model of an unmanned helicopter

SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing

The UPPAM continuous-time RNN model and its critical dynamics study

Neurocomputing

Recurrent neural control of a continuous bioprocess using first and second order learning

MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II

New H∞ Controller Design for Neural Networks with Interval Time-Varing Delays in State and Observation

Neural Processing Letters