FeedForwardNN Class Reference

abstract class (interface) for feed forward rate based neural networks More...

#include <feedforwardnn.h>

Inherits InvertableModel.

Inherited by MultiLayerFFNN, and OneLayerFFNN.

Inheritance diagram for FeedForwardNN:

[legend]Collaboration diagram for FeedForwardNN:

[legend]List of all members.

Public Member Functions
	FeedForwardNN ()
	FeedForwardNN (const std::string &name, const std::string &revision)
virtual	~FeedForwardNN ()
virtual void	damp (double damping)=0
	damps the weights and the biases by multiplying (1-damping)
Static Public Member Functions
static double	linear (double z)
static double	dlinear (double)
static double	invlinear (double z, double xsi)
static double	tanh (double z)
static double	dtanh (double z)
static double	invtanh (double z, double xsi)
static double	tanhc (double z)
static double	dtanhc (double z)
static double	tanhr (double z)
static double	dtanhr (double z)
static double	sigmoid (double z)
static double	dsigmoid (double z)
static double	invsigmoid (double z, double xsi)

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Detailed Description

abstract class (interface) for feed forward rate based neural networks

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Constructor & Destructor Documentation

FeedForwardNN

(

)

[inline]

FeedForwardNN	(	const std::string &	name,
		const std::string &	revision
	)			[inline]

virtual ~FeedForwardNN

(

)

[inline, virtual]

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Member Function Documentation

virtual void damp

(

double

damping

)

[pure virtual]

damps the weights and the biases by multiplying (1-damping)

Implements AbstractModel.

Implemented in Elman, MultiLayerFFNN, and OneLayerFFNN.

static double dlinear

(

double

)

[inline, static]

static double dsigmoid

(

double

z

)

[inline, static]

static double dtanh

(

double

z

)

[inline, static]

static double dtanhc

(

double

z

)

[inline, static]

static double dtanhr

(

double

z

)

[inline, static]

static double invlinear	(	double	z,
		double	xsi
	)			[inline, static]

static double invsigmoid	(	double	z,
		double	xsi
	)			[inline, static]

static double invtanh	(	double	z,
		double	xsi
	)			[inline, static]

static double linear

(

double

z

)

[inline, static]

static double sigmoid

(

double

z

)

[inline, static]

static double tanh

(

double

z

)

[inline, static]

static double tanhc

(

double

z

)

[inline, static]

static double tanhr

(

double

z

)

[inline, static]

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The documentation for this class was generated from the following file:

• feedforwardnn.h

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