Click or drag to resize
Accord.NET (logo)

BackPropagationLearningMomentum Property

Momentum, [0, 1].

Namespace:  Accord.Neuro.Learning
Assembly:  Accord.Neuro (in Accord.Neuro.dll) Version: 3.8.0
Syntax
public double Momentum { get; set; }
Request Example View Source

Property Value

Type: Double
Remarks

The value determines the portion of previous weight's update to use on current iteration. Weight's update values are calculated on each iteration depending on neuron's error. The momentum specifies the amount of update to use from previous iteration and the amount of update to use from current iteration. If the value is equal to 0.1, for example, then 0.1 portion of previous update and 0.9 portion of current update are used to update weight's value.

Default value equals to 0.0.

See Also