 | MultilayerPerceptron Class |
The implementation of a multilayer perceptron neural network.
Inheritance HierarchySystemObject
RavingBots.MagicGestures.AI.NeuralNeuralNetwork
RavingBots.MagicGestures.AI.Neural.ClassicMultilayerPerceptron
RavingBots.MagicGestures.AI.NeuralNeuralNetwork
RavingBots.MagicGestures.AI.Neural.ClassicMultilayerPerceptron
Namespace: RavingBots.MagicGestures.AI.Neural.Classic
Assembly: Assembly-CSharp (in Assembly-CSharp.dll) Version: 0.0.0.0
SyntaxC#
[SerializableAttribute] public class MultilayerPerceptron : NeuralNetwork
The MultilayerPerceptron type exposes the following members.
Constructors| Name | Description | |
|---|---|---|
 | MultilayerPerceptron |
Construct an empty (no inputs, no layers) network.
|
| MultilayerPerceptron(MultilayerPerceptronSettings) |
Construct a new network with the given settings.
|
Properties| Name | Description | |
|---|---|---|
 | HiddenCount |
The number of hidden layers in this network.
|
| InitSettings |
The settings object used to create this network.
|
| Layers |
The layers of this network.
|
| Output |
Outputs of this network.
(Overrides NeuralNetworkOutput.) |
Methods| Name | Description | |
|---|---|---|
| Process |
Process a set of inputs and update Output.
(Overrides NeuralNetworkProcess(Single).) |
| ToString |
Create a string representation of this network, for debugging.
(Overrides ObjectToString.) |
Fields| Name | Description | |
|---|---|---|
 | _initSettings |
The settings object used to create this network.
|
| _layers |
The layers of this network.
|
Remarks
MLP is a network formed by at least 2 layers (input and output, no hidden layers),
each containing Perceptron neurons. By default networks are created
with 1 hidden layer (3 in total).
See Also