Beispiel #1
0
        public Matrix <double> Backward(Matrix <double> A_prev, Matrix <double> dA_next)
        {
            dZ = ElementWiseMultiply(dA_next, _activation.ActivateDerivative(Z));
            dW = (1 / (double)BatchSize) * (dZ * A_prev.Transpose());
            dB = (1 / (double)BatchSize) * BuildBiasMatrix(Matrix <double> .Build.DenseOfColumnVectors(dZ.RowSums()));
            dA = W.Transpose() * dZ;

            return(dA);
        }