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nnbackprop.c File Reference

Back-propagation learning functions. More...

#include "nn.h"

Functions
void	nnCalculateOutputLayerError (nnLayer *layer, const double targets[])
	Calculate error of the output layer.
void	nnCalculateHiddenLayerError (nnLayer *layer, nnLayer *nextLayer)
	Calculate error of a hidden layer.
void	nnUpdateLayer (nnLayer *layer, nnNet *net)
	Update weights of a layer.
void	nnUpdateNetwork (nnNet *net, const double targets[])
	Update weights of a network.

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Detailed Description

Back-propagation learning functions.

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Function Documentation

void nnCalculateHiddenLayerError (  nnLayer *    layer, nnLayer *    nextLayer )

Calculate error of a hidden layer. Parameters: layer  Hidden layer. nextLayer  The layer which the hidden layer feeds to.

void nnCalculateOutputLayerError (  nnLayer *    layer, const double    targets[] )

Calculate error of the output layer. Parameters: layer  Output layer. targets  Target values from which to calculate the error from.

void nnUpdateLayer (  nnLayer *    layer, nnNet *    net )

Update weights of a layer. Parameters: layer  Layer to update. net  Network which layer is from.

void nnUpdateNetwork (  nnNet *    net, const double    targets[] )

Update weights of a network. Parameters: net  Network to adjust weights of. targets  Output target values.

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Variable Documentation

const char rcsid[] [static]

Initial value: "$Id: nnbackprop.c 319 2003-02-22 08:57:23Z asaddi $"

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