C# 클래스 numl.Supervised.NeuralNetwork.NetworkLayer

An independent Neural Network layer for use in constructing deep neural networks with ensembles, etc.

상속: numl.Supervised.NeuralNetwork.Network

공개 메소드들

메소드	설명
NetworkLayer ( int inputNodes, int outputNodes, bool isFullyConnected, int hiddenLayers, Func fnNodeInitializer, bool isAutoencoder = false, int layerConnections = null, bool createBiasNodes = true, bool linkBiasNodes = true ) : System	Initializes a new Network Layer. A network layer is sub neural network made up of inputs, hidden layer(s) and an output layer.

메소드 상세

NetworkLayer() 공개 메소드

Initializes a new Network Layer. A network layer is sub neural network made up of inputs, hidden layer(s) and an output layer.

public NetworkLayer ( int inputNodes, int outputNodes, bool isFullyConnected, int hiddenLayers, Func fnNodeInitializer, bool isAutoencoder = false, int layerConnections = null, bool createBiasNodes = true, bool linkBiasNodes = true ) : System
inputNodes	int	Number of Nodes at the input layer (includes bias Node).
outputNodes	int	Number of Nodes at the output layer.
isFullyConnected	bool	Indicates whether the output layer of this network is fully connected with the next Network Layer / Network.
hiddenLayers	int	Number of Nodes in each layer and the number of layers, where the array length is the number of /// layers and each value is the number of Nodes in that layer.
fnNodeInitializer	Func	Function for creating a new Node at each layer (zero-based) and Node index (zero-based). The 0 index layer corresponds to the input layer.
isAutoencoder	bool	Determines whether this Network layer is an auto-encoding layer.
layerConnections	int	(Optional) Connection properties for this Network where the first dimension is the layer, second the Node index in that layer, /// and third the Node indexes in the next layer to pair with.For example: 1 => 2 => [2, 3] will link Node 2 in layer 1 to Nodes 2 + 3 in layer 2.
createBiasNodes	bool	(Optional) Indicates whether bias nodes are automatically created (thus bypassing the function).
linkBiasNodes	bool	(Optional) Indicates whether bias nodes in hidden layers are automatically linked to their respective hidden nodes. /// If this is set to True, it will override any bias node connections specified in parameter
리턴	System