298 search results - page 42 / 60 » Optimizing number of hidden neurons in neural networks |
111
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ICANN
2001
Springer
15 years 4 months ago
2001
Springer
The method of conjugate gradients provides a very effective way to optimize large, deterministic systems by gradient descent. In its standard form, however, it is not amenable to ...
118
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ML
2007
ACM
14 years 11 months ago
2007
ACM
We propose a general-purpose stochastic optimization algorithm, the so-called annealing stochastic approximation Monte Carlo (ASAMC) algorithm, for neural network training. ASAMC c...
FUZZY
1994
Springer
15 years 3 months ago
1994
Springer
In this paper, evolution strategy is applied in order to improve the time series prediction accuracy of a Sugeno and Takagi type fuzzy inference system FIS. The presented approach...
105
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EMNETS
2007
15 years 3 months ago
2007
Laparoscopic surgical training is a challenging task due to the complexity of instrument control and demand on manual dexterity and hand-eye coordination. Currently, training and ...
NIPS
1997
15 years 1 months ago
1997
Most computational engineering based loosely on biology uses continuous variables to represent neural activity. Yet most neurons communicate with action potentials. The engineerin...