Robustness and Perturbation Analysis of a Class of Nonlinear Systems with Applications to Neural Networks

1993 American Control Conference ◽

10.23919/acc.1993.4793432 ◽

1993 ◽

Author(s):

Kaining Wang ◽

Anthony N. Michel

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Perturbation Analysis

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Robustness and perturbation analysis of a class of nonlinear systems with applications to neural networks

IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications ◽

10.1109/81.260216 ◽

1994 ◽

Vol 41 (1) ◽

pp. 24-32 ◽

Author(s):

Kaining Wang ◽

N. Michel

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Perturbation Analysis

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Design of observers for continuous-time nonlinear systems using neural networks

Proceedings of the 2004 American Control Conference ◽

10.23919/acc.2004.1383829 ◽

2004 ◽

Author(s):

A. Alessandri ◽

C. Cervellera ◽

A.F. Grassia ◽

M. Sanguineti

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Continuous Time

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Adaptive Neural Networks Control for Markov Jump Nonlinear Systems with Nonstrict-Feedback Form and Uncertain Transition Rate

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9189547 ◽

2020 ◽

Author(s):

Boqiang Cao ◽

Xiaobing Nie

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Transition Rate ◽

Markov Jump ◽

Feedback Form ◽

Adaptive Neural Networks

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Passivity feedback equivalence of nonlinear systems via neural networks approximation

1999 European Control Conference (ECC) ◽

10.23919/ecc.1999.7099737 ◽

1999 ◽

Author(s):

R. Castro-Linares ◽

Wen Yu ◽

A. S. Poznyak

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Feedback Equivalence

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Event-triggered adaptive output-feedback neural-networks control for saturated strict-feedback nonlinear systems in the presence of external disturbance

Nonlinear Dynamics ◽

10.1007/s11071-021-06351-0 ◽

2021 ◽

Author(s):

Nassira Zerari ◽

Mohamed Chemachema

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Output Feedback ◽

External Disturbance ◽

Feedback Neural Networks ◽

Event Triggered ◽

Strict Feedback

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Adaptive control design using delayed dynamical neural networks for a class of nonlinear systems

Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164) ◽

10.1109/robot.2001.933151 ◽

2002 ◽

Author(s):

Wen-Shyong Yu ◽

Gwo-Chuan Wang

Keyword(s):

Neural Networks ◽

Adaptive Control ◽

Nonlinear Systems ◽

Control Design ◽

Dynamical Neural Networks

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Feedback linearization of unknown nonlinear systems using neural networks-an application to motor control

Proceedings of IECON '93 - 19th Annual Conference of IEEE Industrial Electronics ◽

10.1109/iecon.1993.339084 ◽

2002 ◽

Author(s):

E. Teixeira ◽

K. Loparo ◽

F. Gomide

Keyword(s):

Neural Networks ◽

Motor Control ◽

Nonlinear Systems ◽

Feedback Linearization

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Neural networks for optimal control of nonlinear systems with bound constraints

Proceedings of ICNN'95 - International Conference on Neural Networks ◽

10.1109/icnn.1995.487727 ◽

2002 ◽

Author(s):

Ruo-Li Yang ◽

Cang-Pu Wu

Keyword(s):

Neural Networks ◽

Optimal Control ◽

Nonlinear Systems ◽

Bound Constraints

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Direct adaptive control of non-affine nonlinear systems using multilayer neural networks

Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207) ◽

10.1109/acc.1998.694721 ◽

1998 ◽

Author(s):

T. Zhang ◽

S.S. Ge ◽

C.C. Hang

Keyword(s):

Neural Networks ◽

Adaptive Control ◽

Nonlinear Systems ◽

Direct Adaptive Control ◽

Affine Nonlinear Systems ◽

Multilayer Neural Networks

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Multimodel neural networks identification and failure detection of nonlinear systems

Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228) ◽

10.1109/cdc.2001.980299 ◽

2003 ◽

Author(s):

R.R. Selmic ◽

F.L. Lewis

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Failure Detection

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