Plan 9 from Bell Labs’s /usr/web/sources/contrib/pac/sys/src/ape/cmd/img/refocit-2.0.0/hopfield.h

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Distributed under the MIT License.
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/*
 * Written 2003 Lukas Kunc <Lukas.Kunc@seznam.cz>
 *
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 2 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program; if not, write to the Free Software
 * Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
 *
 */

#ifndef _HOPFIELD_H
#define _HOPFIELD_H

#include "compiler.h"
#include "convmask.h"
#include "image.h"
#include "weights.h"
#include "threshold.h"
#include "lambda.h"

C_DECL_BEGIN

typedef struct {
	int         mirror;
	image_t     *image;
	weights_t   weights;
	real_t      lambda;
	lambda_t    *lambdafld;
	threshold_t threshold;
} hopfield_t;


hopfield_t* hopfield_create_mirror(hopfield_t* hopfield, convmask_t* convmask, image_t* image, lambda_t* lambdafld);
hopfield_t* hopfield_create_period(hopfield_t* hopfield, convmask_t* convmask, image_t* image, lambda_t* lambdafld);
hopfield_t* hopfield_create(hopfield_t* hopfield, convmask_t* convmask, image_t* image, lambda_t* lambdafld);
void hopfield_set_mirror(hopfield_t* hopfield, int mirror);
void hopfield_destroy(hopfield_t* hopfield);
real_t hopfield_iteration(hopfield_t* hopfield);

C_DECL_END

#endif

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