AIMA.Core.Learning.Neural.BackPropLearning.calculateBiasUpdates C# (CSharp) Method

        public static Vector calculateBiasUpdates(
                LayerSensitivity layerSensitivity, double alpha)
        {
            Layer layer = layerSensitivity.getLayer();
            Matrix biasUpdateMatrix = layerSensitivity.getSensitivityMatrix()
                    .times(alpha).times(-1.0);

            Vector result = new Vector(biasUpdateMatrix.getRowDimension());
            for (int i = 0; i < biasUpdateMatrix.getRowDimension(); i++)
            {
                result.setValue(i, biasUpdateMatrix.get(i, 0));
            }
            layer.acceptNewBiasUpdate(result.copyVector());
            return result;
        }
    }