C# Class Encog.Engine.Network.Train.Prop.TrainFlatNetworkBackPropagation

Train a flat network, using backpropagation.
Inheritance: TrainFlatNetworkProp
Show file Open project: encog/encog-silverlight-core Class Usage Examples

Public Methods

Method Description
TrainFlatNetworkBackPropagation ( FlatNetwork network, IEngineDataSet training, double learningRate, double momentum ) : Encog.Engine.Data

Construct a backprop trainer for flat networks.
UpdateWeight ( double gradients, double lastGradient, int index ) : double

Update a weight.

Method Details

TrainFlatNetworkBackPropagation() public method

Construct a backprop trainer for flat networks.
public TrainFlatNetworkBackPropagation ( FlatNetwork network, IEngineDataSet training, double learningRate, double momentum ) : Encog.Engine.Data
network Encog.Engine.Network.Flat.FlatNetwork The network to train.
training IEngineDataSet The training data.
learningRate double The learning rate.
momentum double The momentum.
return Encog.Engine.Data

UpdateWeight() public method

Update a weight.
public UpdateWeight ( double gradients, double lastGradient, int index ) : double
gradients double The gradients.
lastGradient double The last gradients.
index int The index.
return double