599 search results - page 44 / 120 » Nonlinear dynamics in neural computation |
114
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IJCNN
2000
IEEE
15 years 5 months ago
2000
IEEE
—A predictive, multiple model control strategy is developed by extension of self-organizing map (SOM) local dynamic modeling of nonlinear autonomous systems to a control framewor...
103
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CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
We introduce novel discriminative learning algorithms for dynamical systems. Models such as Conditional Random Fields or Maximum Entropy Markov Models outperform the generative Hi...
IEEEICCI
2003
IEEE
15 years 6 months ago
2003
IEEE
This paper describes a system capable of classifying stochastic, self-affine, nonstationary signals produced by nonlinear systems. The classification and analysis of these signals...
NN
1998
Springer
15 years 28 days ago
1998
Springer
The number of required hidden units is statistically estimated for feedforward neural networks that are constructed by adding hidden units one by one. The output error decreases w...
100
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IJCNN
2008
IEEE
15 years 7 months ago
2008
IEEE
—Modeling of complex phenomena such as the mind presents tremendous computational complexity challenges. The neural modeling fields theory (NMF) addresses these challenges in a n...