/// <summary>
/// Конструктор.
/// </summary>
public ConvolutionFirst()
{
numofneurons = 18816;
numofprevneurons = 4096;
Neurons = new ConvolutionOfNeuron[numofneurons];
double[,] Weights = WeightInitialize(MemoryMode.GET, "ConvolutionFirst");
Convolutions = new Convolution[6];
for (int i = 0; i < 6; ++i)
{
double[] temp_weights = new double[25];
for (int j = 0; j < 81; ++j)
{
temp_weights[j] = Weights[i, j];
}
Convolutions[i] = new Convolution(temp_weights);
}
lastdeltaweights = Weights;
for (int i = 0; i < numofneurons; i++)
{
Neurons[i] = new ConvolutionOfNeuron(null, Convolutions[(int)(i / 3136)]);
}
}
/// <summary>
/// Конструктор нейрона
/// </summary>
/// <param name="inputs">Массив входных значений</param>
/// <param name="convolution">Свертка</param>
public ConvolutionOfNeuron(double[] inputs, Convolution convolution)
{
Conv = convolution;
Inputs = inputs;
numbInp = new List <int>();
}