Review on Methods to Fix Number of Hidden Neurons in Neural Networks

Forecasting wind speed with recurrent neural networks

(2012) Qing Cao et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Selection of Proper Neural Network Sizes and Architectures—A Comparative Study

(2012) David Hunter et al.   IEEE Transactions on Industrial Informatics

Convergence Study in Extended Kalman Filter-Based Training of Recurrent Neural Networks

(2011) Xiaoyu Wang et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Learning algorithm and hidden node selection scheme for local coupled feedforward neural network classifier

(2011) Jianye Sun   NEUROCOMPUTING

A New Elman Neural Network-Based Control Algorithm for Adjustable-Pitch Variable-Speed Wind-Energy Conversion Systems

(2010) Whei-Min Lin et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

Constructive hidden nodes selection of extreme learning machine for regression

(2010) Yuan Lan et al.   NEUROCOMPUTING

Multilayer Perceptrons: Approximation Order and Necessary Number of Hidden Units

(2008) S. Trenn   IEEE TRANSACTIONS ON NEURAL NETWORKS

The hidden neurons selection of the wavelet networks using support vector machines and ridge regression

(2008) Min Han et al.   NEUROCOMPUTING

Solving local minima problem with large number of hidden nodes on two-layered feed-forward artificial neural networks

(2008) Bumghi Choi et al.   NEUROCOMPUTING