biz.sc.mm.dm.algorithm.feedforwardneuralnet

Interface NeuralLayer

public interface NeuralLayer

Hidden and output neural layer interface.

Method Summary

Methods

Modifier and Type	Method and Description
NeuronActivationFunctionType	getActivationFunction() Gets activation function assigned to all neurons in this layer.
int	getNumberOfNodes() Gets number of neurons in this layer.
void	setActivationFunction(NeuronActivationFunctionType function) Sets activation function to all neurons in this layer.
void	setNumberOfNodes(int nodes) Sets number of neurons in this layer.

Method Detail

getActivationFunction

NeuronActivationFunctionType getActivationFunction()
                                                   throws GSException

Gets activation function assigned to all neurons in this layer.

Returns:

appropriate neural activation function

Throws:

GSException

setActivationFunction

void setActivationFunction(NeuronActivationFunctionType function)
                           throws GSException

Sets activation function to all neurons in this layer.

Parameters:

function - neural activation function to set

Throws:

GSException

getNumberOfNodes

int getNumberOfNodes()
                     throws GSException

Gets number of neurons in this layer.

Returns:

number of neurons in layer

Throws:

GSException

setNumberOfNodes

void setNumberOfNodes(int nodes)
                      throws GSException

Sets number of neurons in this layer.

Parameters:

nodes - number of neurons to set

Throws:

GSException