Selected problem of structure optimization for Artificial Neural Networks with forward connections
2014
scientific article
english
- artificial neural network
- network structure
- structure optimization
EN The problem of Artificial Neural Network (ANN) structure optimization related to the definition of optimal number of hidden layers and distribution of neurons between layers depending on selected optimization criterion and inflicted constrains. The article presents the resolution of the optimization problem. The function describing the number of subspaces is given, and the minimum number of layers as well as the distribution of neurons between layers shall be found.
191 - 197
public
9