Journal of Intelligent and Robotic Systems
SCADA system of DC motor with implementation of fuzzy logic controller on neural network
Advances in Engineering Software
An adaptive neuro-fuzzy filter design via periodic fuzzy neural network
Signal Processing - Special section on content-based image and video retrieval
Evolution of Voronoi based fuzzy recurrent controllers
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
State-Space Recurrent Fuzzy Neural Networks for Nonlinear System Identification
Neural Processing Letters
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Recurrent neuro-fuzzy hybrid-learning approach to accurate system modeling
Fuzzy Sets and Systems
An adaptive recurrent fuzzy system for nonlinear identification
Applied Soft Computing
Information Sciences: an International Journal
Prediction of laser solid freeform fabrication using neuro-fuzzy method
Applied Soft Computing
Fuzzy rules emulated network and its application on nonlinear control systems
Applied Soft Computing
Nonlinear active noise control using EKF-based recurrent fuzzy neural networks
International Journal of Hybrid Intelligent Systems
A nonlinear transversal fuzzy filter with online clustering
ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
An online self-improved fuzzy filter and its applications
ICECS'03 Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing
Analysis-adjustment-synthesis networks
Connection Science
Nonlinear Systems Identification via Two Types of Recurrent Fuzzy CMAC
Neural Processing Letters
Artificial wavelet neural network and its application in neuro-fuzzy models
Applied Soft Computing
Adaptive Nonlinear Control Using TSK-Type Recurrent Fuzzy Neural Network System
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Sliding Mode Control for Missile Electro-hydraulic Servo System Using Recurrent Fuzzy Neural Network
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Recurrent Fuzzy CMAC for Nonlinear System Modeling
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
Design of T-S Fuzzy Model Based on PSODE Algorithm
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
A new pseudo-Gaussian-based recurrent fuzzy CMAC model for dynamic systems processing
International Journal of Systems Science
Pattern recognition using neural-fuzzy networks based on improved particle swam optimization
Expert Systems with Applications: An International Journal
Performance enhancement for neural fuzzy systems using asymmetric membership functions
Fuzzy Sets and Systems
Multi-objective optimization of TSK fuzzy models
Expert Systems with Applications: An International Journal
Recurrent neuro fuzzy control design for tracking of mobile robots via hybrid algorithm
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
IEEE Transactions on Neural Networks
Adaptive controller with fuzzy rules emulated structure and its applications
Engineering Applications of Artificial Intelligence
A recurrent fuzzy filter for the analysis of lung sounds
Fuzzy Sets and Systems
A recurrent self-evolving interval type-2 fuzzy neural network for dynamic system processing
IEEE Transactions on Fuzzy Systems
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
Load forecasting model based on amendment of mamdani fuzzy system
WiCOM'09 Proceedings of the 5th International Conference on Wireless communications, networking and mobile computing
Control and Intelligent Systems
PCA based pressure control of a gas mixing chamber
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Gradient projection method and equality index in recurrent neural fuzzy network
IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
A locally recurrent fuzzy neural network with support vector regression for dynamic-system modeling
IEEE Transactions on Fuzzy Systems
Intelligent robust control of hybrid distributed generation system under voltage sag
Expert Systems with Applications: An International Journal
Fuzzy wavelet neural network models for prediction and identification of dynamical systems
IEEE Transactions on Neural Networks
Intelligent backstepping control for wheeled inverted pendulum
Expert Systems with Applications: An International Journal
Recurrent fuzzy system design using elite-guided continuous ant colony optimization
Applied Soft Computing
A recurrent neuro-fuzzy system and its application in inferential sensing
Applied Soft Computing
Adaptive fuzzy neural network control for automatic landing system
ICCCI'10 Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume PartI
Prediction of time sequence using recurrent compensatory neuro-fuzzy systems
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Journal of Intelligent and Robotic Systems
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Information Sciences: an International Journal
An adaptive control for AC servo system using recurrent fuzzy neural network
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Fuzzy time series prediction method based on fuzzy recurrent neural network
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Neurocontroller via adaptive learning rates for stable path tracking of mobile robots
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Identification of dynamic systems using recurrent fuzzy wavelet network
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
A hybrid neuro-fuzzy approach for spinal force evaluation in manual materials handling tasks
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
DSP based fuzzy-neural speed tracking control of brushless DC motor
TAINN'05 Proceedings of the 14th Turkish conference on Artificial Intelligence and Neural Networks
A hybrid neuro-fuzzy controller for brushless DC motors
TAINN'05 Proceedings of the 14th Turkish conference on Artificial Intelligence and Neural Networks
Recurrent wavelet-based neuro fuzzy networks for dynamic system identification
Mathematical and Computer Modelling: An International Journal
A self-constructing compensatory neural fuzzy system and its applications
Mathematical and Computer Modelling: An International Journal
Modeling with discrete-time recurrent fuzzy systems via mixed-integer optimization
Fuzzy Sets and Systems
The hybrid RFNN control for a PMSM drive electric scooter using rotor flux estimator
Advances in Fuzzy Systems
A context layered locally recurrent neural network for dynamic system identification
Engineering Applications of Artificial Intelligence
Intelligent control for long-term ecological systems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
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Proposes a recurrent fuzzy neural network (RFNN) structure for identifying and controlling nonlinear dynamic systems. The RFNN is inherently a recurrent multilayered connectionist network for realizing fuzzy inference using dynamic fuzzy rules. Temporal relations are embedded in the network by adding feedback connections in the second layer of the fuzzy neural network (FNN). The RFNN expands the basic ability of the FNN to cope with temporal problems. In addition, results for the FNN-fuzzy inference engine, universal approximation, and convergence analysis are extended to the RFNN. For the control problem, we present the direct and indirect adaptive control approaches using the RFNN. Based on the Lyapunov stability approach, rigorous proofs are presented to guarantee the convergence of the RFNN by choosing appropriate learning rates. Finally, the RFNN is applied in several simulations (time series prediction, identification, and control of nonlinear systems). The results confirm the effectiveness of the RFNN