Complexity Control Method of Chaos Dynamics in Recurrent Neural Networks |
Sakai, Masao
(Dept. of Electric and Communication Eng., Graduate School of Eng., Tohoku University)
Homma, Noriyasu (Dept. of Radiological Tech., College of Medical Science, Tohoku University) Abe, Kenichi (Dept. of Electric and Communication Eng., Graduate School of Eng., Tohoku University) |
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Effect of complexity on learning ability of recurrent neural networks
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3 |
Identification and control of dynamical systems using neural networks
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DOI ScienceOn |
4 |
Dynamic modeling chaotic time series with neural nerworks
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5 |
Generic constraints on underspecified target trajectories
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6 |
Complexity control method of dynamics in recurrent neural Networks(in Japanese)
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DOI |
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Prediction of chaotic time series with neural networks and the issue of dynamic modeling
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DOI |
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Capabilities of three-layered perceptrons
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Control method of the Lyapunov exponents for recurrent neural networks
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10 |
Universal learning networks and its application to chaos control
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DOI ScienceOn |
11 |
Solving liner least squares problems by Gram-Schmidt orthogonalization
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DOI |
12 |
Dynamic modeling chaotic time series
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13 |
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14 |
Determining Lyapunov exponents from a time series
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