mimas::nn_assoc Class Reference

Associative neural network using Hebb rule. More...

#include <nn_assoc.h>

Inheritance diagram for mimas::nn_assoc:

[legend]Collaboration diagram for mimas::nn_assoc:

[legend]List of all members.

Public Types
typedef boost::numeric::ublas::matrix< double >	Matrix
typedef boost::numeric::ublas::vector< double >	Vector
Public Member Functions
	nn_assoc (void)
	constructor
void	train (Matrix &input_data, Matrix &target_data)
	train data using input_data/target_data pairs. It is recommended that the values in the matrix are binarised.
Vector	recall (Vector &x)
	given input_data return the predicted output
void	useWeights (Matrix &weight_matrix)
	use the weights given by weight_matrix;
Matrix	getWeights (void)
	return the weights that are stored

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Detailed Description

Associative neural network using Hebb rule.

Author:

Bala Amavasai (bala@amavasai.org)

Date:

Tue Jul 2 15:13:42 UTC 2002

Header

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

Definition at line 17 of file nn_assoc.h.

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Member Typedef Documentation

typedef boost::numeric::ublas::matrix< double > mimas::nn_assoc::Matrix

Definition at line 20 of file nn_assoc.h.

typedef boost::numeric::ublas::vector< double > mimas::nn_assoc::Vector

Definition at line 21 of file nn_assoc.h.

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Constructor & Destructor Documentation

mimas::nn_assoc::nn_assoc

(

void

)

constructor

Definition at line 37 of file nn_assoc.h.

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Member Function Documentation

void mimas::nn_assoc::train	(	Matrix &	input_data,
		Matrix &	target_data
	)

train data using input_data/target_data pairs. It is recommended that the values in the matrix are binarised.

Definition at line 41 of file nn_assoc.h.

References MMERROR.

nn_assoc::Vector mimas::nn_assoc::recall

(

Vector &

x

)

given input_data return the predicted output

Definition at line 59 of file nn_assoc.h.

References MMERROR.

void mimas::nn_assoc::useWeights

(

Matrix &

weight_matrix

)

use the weights given by weight_matrix;

Definition at line 83 of file nn_assoc.h.

nn_assoc::Matrix mimas::nn_assoc::getWeights

(

void

)

return the weights that are stored

Definition at line 91 of file nn_assoc.h.

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

• nn_assoc.h

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