public NeuralLayer(MathOperationManager mathManager, int neuronCount, int batchSize, bool isInputLayer = false, bool isOutputLayer = false)
{
this.IsInputLayer = isInputLayer;
this.IsOutputLayer = isOutputLayer;
this.Data = mathManager.CreateMatrix(neuronCount, batchSize);
this.Bias = mathManager.CreateMatrix(ArrayUtilities.GetArrayWithRandomValues(neuronCount), neuronCount);
this.ErrorGradient = mathManager.CreateMatrix(neuronCount, batchSize);
}
public NeuralLink(MathOperationManager mathManager, NeuralLayer layerIn, NeuralLayer layerOut)
{
this.Weights = mathManager.CreateMatrix(ArrayUtilities.GetArrayWithRandomValues(layerOut.Data.Row * layerIn.Data.Row), layerOut.Data.Row, layerIn.Data.Row);
this.ErrorGradient = mathManager.CreateMatrix(layerOut.Data.Row, layerIn.Data.Row);
}