SOM neural network is a kind of neural network. SOM neural network can reduce the size of high dimensional data objects by projecting them to the lower dimensional space. In our research, we use SOM neural networks with one input layer and one output layer. Each link between input and output of the SOM network corresponds to a weight. Total of inputs of each neuron in SOM layer is equal to the total of weights of the inputs of this neuron.