Efficient Second-Order Learning Algorithms for Discrete-Time Recurrent Neural Networks

Recurrent Neural Networks ◽

10.1201/9781420049176-3 ◽

1999 ◽

pp. 55-83

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Learning Algorithms ◽

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Efficient Second-Order Learning Algorithms for Discrete-Time Recurrent Neural Networks

International Series on Computational Intelligence - Recurrent Neural Networks ◽

10.1201/9781420049176.ch3 ◽

1999 ◽

Author(s):

Eurípedes dos Santos ◽

Fernando Von Zuben

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Learning Algorithms ◽

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Nonlinear system identification using discrete-time recurrent neural networks with stable learning algorithms

Information Sciences ◽

10.1016/j.ins.2003.08.002 ◽

2004 ◽

Vol 158 ◽

pp. 131-147 ◽

Author(s):

W Yu

Keyword(s):

Neural Networks ◽

System Identification ◽

Nonlinear System ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Learning Algorithms ◽

Nonlinear System Identification ◽

Stable Learning

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Some Implications of System Dynamics Analysis of Discrete-Time Recurrent Neural Networks for Learning Algorithms Design

2013 12th Mexican International Conference on Artificial Intelligence ◽

10.1109/micai.2013.14 ◽

2013 ◽

Author(s):

Jorge Cervantes ◽

Maria Gomez ◽

Alexander Schaum

Keyword(s):

Neural Networks ◽

System Dynamics ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Learning Algorithms ◽

Dynamics Analysis

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Adaptive sliding-mode observer for second order discrete-time MIMO nonlinear systems based on recurrent neural-networks

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-018-00908-z ◽

2019 ◽

Vol 10 (10) ◽

pp. 2851-2866 ◽

Author(s):

Iván Salgado ◽

Hafiz Ahmed ◽

Oscar Camacho ◽

Isaac Chairez

Keyword(s):

Neural Networks ◽

Nonlinear Systems ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Sliding Mode ◽

Second Order ◽

Sliding Mode Observer ◽

Mimo Nonlinear Systems ◽

Adaptive Sliding Mode

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Multiperiodicity and Attractivity Analysis for Discrete-Time Second Order Delayed Recurrent Neural Networks

Arabian Journal for Science and Engineering ◽

10.1007/s13369-013-0603-4 ◽

2013 ◽

Vol 38 (5) ◽

pp. 1269-1280 ◽

Author(s):

Fang Qiu

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

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A delay-dependent LMI approach to dynamics analysis of discrete-time recurrent neural networks with time-varying delays

Physics Letters A ◽

10.1016/j.physleta.2007.03.088 ◽

2007 ◽

Vol 368 (1-2) ◽

pp. 134-145 ◽

Author(s):

Qiankun Song ◽

Zidong Wang

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Dynamics Analysis ◽

Time Varying ◽

Lmi Approach ◽

Delay Dependent

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On-line learning algorithms for locally recurrent neural networks

IEEE Transactions on Neural Networks ◽

10.1109/72.750549 ◽

1999 ◽

Vol 10 (2) ◽

pp. 253-271 ◽

Author(s):

P. Campolucci ◽

A. Uncini ◽

F. Piazza ◽

B.D. Rao

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Learning Algorithms ◽

On Line ◽

Locally Recurrent ◽

On Line Learning

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Adaptive control of discrete-time nonlinear systems using recurrent neural networks

IEE Proceedings - Control Theory and Applications ◽

10.1049/ip-cta:19949976 ◽

1994 ◽

Vol 141 (3) ◽

pp. 169-176 ◽

Author(s):

L. Jin ◽

M.M. Gupta ◽

P.N. Nikiforuk

Keyword(s):

Neural Networks ◽

Adaptive Control ◽

Nonlinear Systems ◽

Discrete Time ◽

Recurrent Neural Networks

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Universal approximation using dynamic recurrent neural networks: discrete-time version

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

10.1109/icnn.1995.488134 ◽

2002 ◽

Author(s):

Liang Jin ◽

M.M. Gupta ◽

P.N. Nikiforuk

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Universal Approximation

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Exponential Lagrange stability for impulses in discrete-time delayed recurrent neural networks

International Journal of Systems Science ◽

10.1080/00207721.2018.1543475 ◽

2018 ◽

Vol 50 (1) ◽

pp. 50-59

Author(s):

Wenlin Jiang ◽

Liangliang Li ◽

Zhengwen Tu ◽

Yuming Feng

Keyword(s):

Neural Networks ◽

Discrete Time ◽

Recurrent Neural Networks ◽

Lagrange Stability

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