AIMA.Core.Learning.Neural.Layer.Layer C# (CSharp) Метод

Документация по классу Layer Показать файл Открыть проект

Layer() публичный Метод

public Layer ( int numberOfNeurons, int numberOfInputs, double lowerLimitForWeights, double upperLimitForWeights, ActivationFunction af ) : System
numberOfNeurons	int
numberOfInputs	int
lowerLimitForWeights	double
upperLimitForWeights	double
af	ActivationFunction
Результат	System

	public Layer(int numberOfNeurons, int numberOfInputs,
			double lowerLimitForWeights, double upperLimitForWeights,
			ActivationFunction af) {

		activationFunction = af;
		this.weightMatrix = new Matrix(numberOfNeurons, numberOfInputs);
		lastWeightUpdateMatrix = new Matrix(weightMatrix.getRowDimension(),
				weightMatrix.getColumnDimension());
		penultimateWeightUpdateMatrix = new Matrix(weightMatrix
				.getRowDimension(), weightMatrix.getColumnDimension());

		this.biasVector = new Vector(numberOfNeurons);
		lastBiasUpdateVector = new Vector(biasVector.getRowDimension());
		penultimateBiasUpdateVector = new Vector(biasVector.getRowDimension());

		initializeMatrix(weightMatrix, lowerLimitForWeights,
				upperLimitForWeights);
		initializeVector(biasVector, lowerLimitForWeights, upperLimitForWeights);
	}