backprop.h File Reference

PCFNN_BACKPROP. More...

#include "../../config.h"
#include <stdlib.h>
#include "neuron.h"
#include "layer.h"
#include "network.h"

Include dependency graph for backprop.h:

This graph shows which files directly or indirectly include this file:

Go to the source code of this file.

Functions
void	PCFNN_NETWORK_backprop (struct PCFNN_NETWORK *net, double *target, double eta, double alpha, double(*f_cost)(double, double))
	Run the Backpropagation Algorithm on the network net. More...
void	PCFNN_NETWORK_apply_delta (struct PCFNN_NETWORK *net)
	Apply all delta calculated by PCFNN_NETWORK_backprop on the network net. More...

Detailed Description

PCFNN_BACKPROP.

Author

Cedric FARINAZZO

Version

0.1

Date

5 may 2019

Backpropagation functions for PCFNN neural network

Definition in file backprop.h.

Function Documentation

PCFNN_NETWORK_apply_delta()

PCFNN_NETWORK_apply_delta

(

struct PCFNN_NETWORK *

net

)

Apply all delta calculated by PCFNN_NETWORK_backprop on the network net.

Parameters

[in]

net

(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK

Definition at line 85 of file backprop.c.

Here is the call graph for this function:

PCFNN_NETWORK_backprop()

PCFNN_NETWORK_backprop	(	struct PCFNN_NETWORK *	net,
		double *	target,
		double	eta,
		double	alpha,
		double(*)(double, double)	f_cost
	)

Run the Backpropagation Algorithm on the network net.

Parameters

[in]	net	(struct PCFNN_NETWORK*) a pointer an a PCFNN_NETWORK
[in]	target	(double*) double array: expected output of the output layer of net
[in]	eta	(double) learning rate
[in]	alpha	(double) momentum rate
[in]	f_cost	(double(*f_cost)(double, double)) a cost function pointer

Definition at line 64 of file backprop.c.

Here is the call graph for this function: