Accord.Neuro.Learning.BackPropagationLearning.Run C# (CSharp) Method

BackPropagationLearning Class Documentation Show file Open project: accord-net/framework

Run() public method

Runs learning iteration.

Runs one learning iteration and updates neuron's weights.

public Run ( double input, double output ) : double
input	double	Input vector.
output	double	Desired output vector.
return	double

        public double Run(double[] input, double[] output)
        {
            // compute the network's output
            network.Compute(input);

            // calculate network error
            double error = CalculateError(output);

            // calculate weights updates
            CalculateUpdates(input);

            // update the network
            UpdateNetwork();

            return error;
        }

BackPropagationLearning

CalculateError

CalculateUpdates

Run

RunEpoch

UpdateNetwork