Perceptron Class

The implementation of a perceptron.

Inheritance Hierarchy

SystemObject
RavingBots.MagicGestures.AI.NeuralNeuron
RavingBots.MagicGestures.AI.Neural.ClassicPerceptron

Namespace: RavingBots.MagicGestures.AI.Neural.Classic
Assembly: Assembly-CSharp (in Assembly-CSharp.dll) Version: 0.0.0.0

Syntax

[SerializableAttribute]
public class Perceptron : Neuron

The Perceptron type exposes the following members.

Constructors

	Name	Description
	Perceptron	Construct a new neuron with the given input count and the given activation function.

Properties

	Name	Description
	Func	The instance of the activation function.
	FuncType	The type of the activation function of this neuron.

Methods

	Name	Description
	Process	Process a set of inputs. (Overrides NeuronProcess(Single).)
	Reset	Reset the neuron.

Fields

	Name	Description
	_func	The instance of the activation function.
	_funcType	The type of the activation function of this neuron.
	Error	The current error value.
	Momentum	The array of changes.
	Weights	The stored weights.