298 search results - page 26 / 60 » Optimizing number of hidden neurons in neural networks |
ICANN
2005
Springer
14 years 1 months ago
2005
Springer
Abstract. The paper presents a new version of a GMDH type algorithm able to perform an automatic model structure synthesis, robust model parameter estimation and model validation i...
TIT
1998
13 years 7 months ago
1998
— The lower and upper bounds for the information capacity of two-layer feedforward neural networks with binary interconnections, integer thresholds for the hidden units, and zero...
WSOM
2009
Springer
14 years 2 months ago
2009
Springer
We propose Merge Growing Neural Gas (MGNG) as a novel unsupervised growing neural network for time series analysis. MGNG combines the state-of-the-art recursive temporal context of...
CORR
2010
Springer
13 years 8 months ago
2010
Springer
Artificial neural networks (ANNs) have been successfully applied to solve a variety of classification and function approximation problems. Although ANNs can generally predict bett...
CIS
2005
Springer
14 years 1 months ago
2005
Springer
A new approach for protection of transmission line including TCSC is presented in this paper. The proposed method includes application of Fuzzy Neural Network for distance relaying...