A recurrent neural network for modelling dynamical systems

Network Computation in Neural Systems ◽

10.1088/0954-898x_9_4_008 ◽

1998 ◽

Vol 9 (4) ◽

pp. 531-547 ◽

Author(s):

Coryn A L Bailer-Jones ◽

David J C MacKay ◽

Philip J Withers

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Recurrent Neural Network

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Recurrent neural network speech predictor based on dynamical systems approach

IEE Proceedings - Vision Image and Signal Processing ◽

10.1049/ip-vis:20000192 ◽

2000 ◽

Vol 147 (2) ◽

pp. 149 ◽

Author(s):

E. Varoglu ◽

K. Hacioglu

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Recurrent Neural Network ◽

Systems Approach

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DEKF based Recurrent Neural Network for state estimation of nonlinear dynamical systems

2011 IEEE Recent Advances in Intelligent Computational Systems ◽

10.1109/raics.2011.6069325 ◽

2011 ◽

Author(s):

N. Yadaiah ◽

Raju S. Bapi ◽

Lakshman Singh ◽

B. L. Deekshatulu

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

State Estimation ◽

Recurrent Neural Network ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical

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Diagonal recurrent neural network based adaptive control of nonlinear dynamical systems using lyapunov stability criterion

ISA Transactions ◽

10.1016/j.isatra.2017.01.022 ◽

2017 ◽

Vol 67 ◽

pp. 407-427 ◽

Author(s):

Rajesh Kumar ◽

Smriti Srivastava ◽

J.R.P. Gupta

Keyword(s):

Neural Network ◽

Adaptive Control ◽

Dynamical Systems ◽

Lyapunov Stability ◽

Recurrent Neural Network ◽

Stability Criterion ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

Lyapunov Stability Criterion

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Recurrent Neural Network-Based Adaptive Controller Design For Nonlinear Dynamical Systems

Recurrent Neural Networks and Soft Computing ◽

10.5772/36042 ◽

2012 ◽

Author(s):

Hong Wei ◽

Guo Zhen

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Recurrent Neural Network ◽

Controller Design ◽

Nonlinear Dynamical Systems ◽

Adaptive Controller ◽

Nonlinear Dynamical

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A recurrent neural network framework with an adaptive training strategy for long-time predictive modeling of nonlinear dynamical systems

Journal of Sound and Vibration ◽

10.1016/j.jsv.2021.116167 ◽

2021 ◽

pp. 116167

Author(s):

Shanwu Li ◽

Yongchao Yang

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Predictive Modeling ◽

Recurrent Neural Network ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

Adaptive Training ◽

Training Strategy ◽

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Recurrent neural network pruning using dynamical systems and iterative fine-tuning

Neural Networks ◽

10.1016/j.neunet.2021.07.001 ◽

2021 ◽

Author(s):

Christos Chatzikonstantinou ◽

Dimitrios Konstantinidis ◽

Kosmas Dimitropoulos ◽

Petros Daras

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Recurrent Neural Network ◽

Fine Tuning ◽

Network Pruning

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Bayesian framework for simulation of dynamical systems from multidimensional data using recurrent neural network

Chaos An Interdisciplinary Journal of Nonlinear Science ◽

10.1063/1.5128372 ◽

2019 ◽

Vol 29 (12) ◽

pp. 123115 ◽

Author(s):

Aleksei Seleznev ◽

Dmitry Mukhin ◽

Andrey Gavrilov ◽

Evgeny Loskutov ◽

Alexander Feigin

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Recurrent Neural Network ◽

Bayesian Framework ◽

Multidimensional Data

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Hybrid Recurrent Neural Network for Nonlinear Hybrid Dynamical Systems Identification

2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control ◽

10.1109/iceee.2011.6106703 ◽

2011 ◽

Author(s):

J.E. Velazquez-Velazquez ◽

R. Galvan-Guerra ◽

I.S. Baruch

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Recurrent Neural Network ◽

Hybrid Dynamical Systems ◽

Systems Identification ◽

Nonlinear Hybrid

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Diagonal recurrent neural network based identification of nonlinear dynamical systems with Lyapunov stability based adaptive learning rates

Neurocomputing ◽

10.1016/j.neucom.2018.01.073 ◽

2018 ◽

Vol 287 ◽

pp. 102-117 ◽

Author(s):

Rajesh Kumar ◽

Smriti Srivastava ◽

J.R.P. Gupta ◽

Amit Mohindru

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Lyapunov Stability ◽

Recurrent Neural Network ◽

Adaptive Learning ◽

Nonlinear Dynamical Systems ◽

Nonlinear Dynamical ◽

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Metric entropy limits on recurrent neural network learning of linear dynamical systems

Applied and Computational Harmonic Analysis ◽

10.1016/j.acha.2021.12.004 ◽

2021 ◽

Author(s):

Clemens Hutter ◽

Recep Gül ◽

Helmut Bölcskei

Keyword(s):

Neural Network ◽

Dynamical Systems ◽

Recurrent Neural Network ◽

Metric Entropy ◽

Linear Dynamical Systems ◽

Neural Network Learning ◽

Network Learning

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