A Perceptron node in a neural network.

Namespace: Imsl.DataMining.Neural
Assembly: ImslCS (in ImslCS.dll) Version: 6.5.0.0

Syntax

C#
[SerializableAttribute]
public class Perceptron : Node
Visual Basic (Declaration)
<SerializableAttribute> _
Public Class Perceptron _
	Inherits Node
Visual C++
[SerializableAttribute]
public ref class Perceptron : public Node

Remarks

Perceptrons are created by factory methods in a Layer. Each Perceptron has an activation function (g) and a bias (). The value of a Perceptron is given by g(\sum_i w_i X_i+\mu), where X_is are the values of nodes input to this Perceptron with weight ().

Network training will use existing bias values for the starting values for the trainer. Upon completion of Network training, the bias values are set to the values computed by the trainer.

Inheritance Hierarchy

See Also