Continuous attractors of recurrent neural networks with complex-valued weights

The 2012 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2012.6252549 ◽

2012 ◽

Author(s):

Jun Li ◽

Jian Yang ◽

Yongfeng Diao

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Continuous Attractors ◽

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Global Stability of Complex-Valued Recurrent Neural Networks With Time-Delays

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2012.2195028 ◽

2012 ◽

Vol 23 (6) ◽

pp. 853-865 ◽

Author(s):

Jin Hu ◽

Jun Wang

Keyword(s):

Neural Networks ◽

Global Stability ◽

Recurrent Neural Networks ◽

Time Delays ◽

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Global Exponential Stability for Complex-Valued Recurrent Neural Networks With Asynchronous Time Delays

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2015.2415496 ◽

2016 ◽

Vol 27 (3) ◽

pp. 593-606 ◽

Author(s):

Xiwei Liu ◽

Tianping Chen

Keyword(s):

Neural Networks ◽

Exponential Stability ◽

Recurrent Neural Networks ◽

Time Delays ◽

Global Exponential Stability ◽

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Dynamic Systems Identification and Control by Means of Complex-Valued Recurrent Neural Networks

Lecture Notes in Computer Science - Advances in Artificial Intelligence and Soft Computing ◽

10.1007/978-3-319-27060-9_27 ◽

2015 ◽

pp. 327-337 ◽

Author(s):

Ieroham Baruch ◽

Victor Arellano Quintana ◽

Edmundo Pérez Reynaud

Keyword(s):

Neural Networks ◽

Dynamic Systems ◽

Recurrent Neural Networks ◽

Systems Identification ◽

And Control ◽

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Complex Valued Recurrent Neural Networks for Blind Equalization

International Journal of Modelling and Simulation ◽

10.2316/journal.205.2005.3.205-4286 ◽

2005 ◽

Vol 25 (3) ◽

Author(s):

R. Pandey

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Blind Equalization ◽

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Finite-Time and Fixed-Time Synchronization of Complex-Valued Recurrent Neural Networks with Discontinuous Activations and Time-Varying Delays

Circuits Systems and Signal Processing ◽

10.1007/s00034-020-01428-4 ◽

2020 ◽

Vol 39 (11) ◽

pp. 5406-5428 ◽

Author(s):

Chaouki Aouiti ◽

Mayssa Bessifi ◽

Xiaodi Li

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Finite Time ◽

Time Synchronization ◽

Time Varying ◽

Discontinuous Activations ◽

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Proposal of relative-minimization learning for behavior stabilization of complex-valued recurrent neural networks

Neurocomputing ◽

10.1016/s0925-2312(98)00093-9 ◽

1999 ◽

Vol 24 (1-3) ◽

pp. 163-171 ◽

Author(s):

Akira Hirose ◽

Hirofumi Onishi

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

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Recurrent neural networks for solving systems of complex-valued linear equations

Electronics Letters ◽

10.1049/el:19921115 ◽

1992 ◽

Vol 28 (18) ◽

pp. 1751 ◽

Author(s):

J. Wang

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Linear Equations ◽

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Dynamic shift mechanism of continuous attractors in a class of recurrent neural networks

2010 IEEE Conference on Cybernetics and Intelligent Systems ◽

10.1109/iccis.2010.5518543 ◽

2010 ◽

Author(s):

Haixian Zhang ◽

Zhang Yi

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Continuous Attractors ◽

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Continuous attractors in recurrent neural networks and phase space learning

Proceedings. Vol.1. Sixth Brazilian Symposium on Neural Networks ◽

10.1109/sbrn.2000.889763 ◽

2002 ◽

Author(s):

R. de Oliveira ◽

L.H.A. Monteiro

Keyword(s):

Neural Networks ◽

Phase Space ◽

Recurrent Neural Networks ◽

Continuous Attractors

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Stability Analysis for Uncertain Complex-Valued Recurrent Neural Networks

Advances in Cognitive Neurodynamics (V) - Advances in Cognitive Neurodynamics ◽

10.1007/978-981-10-0207-6_96 ◽

2016 ◽

pp. 715-721

Author(s):

Weiqiang Gong ◽

Jinling Liang ◽

Jinde Cao

Keyword(s):

Neural Networks ◽

Stability Analysis ◽

Recurrent Neural Networks ◽

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