mimas::nn_hebbian Class Reference

Hebbian networks. More...

#include <nn_hebbian.h>

Inheritance diagram for mimas::nn_hebbian:

[legend]Collaboration diagram for mimas::nn_hebbian:

[legend]List of all members.

Public Member Functions
	nn_hebbian (void)
	constructor
	~nn_hebbian (void)
	destructor
void	init (int rows, int cols)
	create a Hebbian network with defined number rows and columns
void	setTrainingType (int type)
	set training type to 0=LTP, 1=post-not-pre-LTD, 2=pre-not-post-LTD
void	setLearningRate (double lr)
	set the learning rate
void	update (matrix_tool &pat, double targetval) throw (exception)
	update the Hebbian weights given pattern pat
double	recall (matrix_tool &pat) throw (exception)
	given pattern pat return the predicted output
void	useWeights (matrix_tool &weight_matrix)
	use the weights given by weight_matrix
matrix_tool	getWeights (void)
	return the weights that are stored

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Detailed Description

Hebbian networks.

Author:

Bala Amavasai (bala@amavasai.org)

Date:

Tue Jun 29 18:26:06 BST 2004

Header

/cvs/mimas2/include/nn_hebbian.h,v 1.1.1.1 2005/08/09 15:37:45 engmb Exp

Definition at line 16 of file nn_hebbian.h.

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Constructor & Destructor Documentation

mimas::nn_hebbian::nn_hebbian

(

void

)

constructor

Definition at line 37 of file nn_hebbian.h.

mimas::nn_hebbian::~nn_hebbian

(

void

)

destructor

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Member Function Documentation

void mimas::nn_hebbian::init	(	int	rows,
		int	cols
	)

create a Hebbian network with defined number rows and columns

Definition at line 43 of file nn_hebbian.h.

void mimas::nn_hebbian::setTrainingType

(

int

type

)

set training type to 0=LTP, 1=post-not-pre-LTD, 2=pre-not-post-LTD

Definition at line 49 of file nn_hebbian.h.

void mimas::nn_hebbian::setLearningRate

(

double

lr

)

set the learning rate

Definition at line 54 of file nn_hebbian.h.

void mimas::nn_hebbian::update	(	matrix_tool &	pat,
		double	targetval
	)			throw (exception)

update the Hebbian weights given pattern pat

Definition at line 60 of file nn_hebbian.h.

References MMERROR.

double mimas::nn_hebbian::recall

(

matrix_tool &

pat

)

throw (exception)

given pattern pat return the predicted output

Definition at line 90 of file nn_hebbian.h.

References MMERROR.

void mimas::nn_hebbian::useWeights

(

matrix_tool &

weight_matrix

)

use the weights given by weight_matrix

Definition at line 109 of file nn_hebbian.h.

matrix_tool mimas::nn_hebbian::getWeights

(

void

)

return the weights that are stored

Definition at line 117 of file nn_hebbian.h.

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

• nn_hebbian.h

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