SOMLearningRun Method

Runs learning iteration.

Namespace: Accord.Neuro.Learning
Assembly: Accord.Neuro (in Accord.Neuro.dll) Version: 3.8.0

Syntax

public double Run(
	double[] input
)

Public Function Run ( 
	input As Double()
) As Double

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Parameters

input: Type: SystemDouble
Input vector.

Return Value

Type: Double
Returns learning error - summary absolute difference between neurons' weights and appropriate inputs. The difference is measured according to the neurons distance to the winner neuron.

Implements

IUnsupervisedLearningRun(Double)

Remarks

The method runs one learning iterations - finds winner neuron (the neuron which has weights with values closest to the specified input vector) and updates its weight (as well as weights of neighbor neurons) in the way to decrease difference with the specified input vector.

Reference

SOMLearning Class

Accord.Neuro.Learning Namespace

SOMLearningAddLanguageSpecificTextSet("LST956DDFC2_0?cpp=::|nu=.");Run Method

Parameters

Return Value

Implements

Reference

SOMLearningRun Method