network_ml.h

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/***********************************************************************
    Copyright (C) 2005,2006 Frédéric HENRY <neryel@reveries.info>

    This file is part of ASpiReNN.

    ASpiReNN 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.

    ASpiReNN 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 ASpiReNN; if not, write to the Free Software
    Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA
    02111-1307  USA.

***********************************************************************/


#ifndef _NETWORK_ML_H_
#define _NETWORK_ML_H_

#include "network.h"

typedef struct {
  aspi_network_t parent;
  int * layer_sizes; /* neurons by layer*/
  int layers; /* Number of layers */
} aspi_network_ml_t;


typedef struct {
  aspi_network_class_t parent;
} aspi_network_ml_class_t;

aspi_class_t * aspi_network_ml (void);
/* Init the network */
aspi_object_t * aspi_network_ml_init (aspi_object_t * self, aspi_class_t * neuron_model, int layers, int * neurons, double * mu_weights, double * sigma_weights, double * mu_delays, double * sigma_delays);
aspi_object_t * aspi_network_ml_init_sparse (aspi_object_t * self, aspi_class_t * model, int layers, int * neurons, double * connectivity, double * mu_weights, double * sigma_weights, double * mu_delays, double * sigma_delays);
aspi_object_t * aspi_network_ml_init_poisson (aspi_object_t * self, aspi_class_t * model, int layers, int * neurons, double * connectivity, double * mu_weights, double * sigma_weights, double * lambda_delays);

int aspi_network_ml_get_layers (aspi_object_t * self);
int aspi_network_ml_get_layer_size (aspi_object_t * self, int layer);
int aspi_network_ml_get_neuron_index (aspi_object_t * self, int layer, int neuron);
aspi_object_t * aspi_network_ml_get_neuron (aspi_object_t * self, int layer, int neuron);

void aspi_network_ml_dtor (aspi_object_t * self);
aspi_object_t * aspi_network_ml_dup (aspi_object_t * self);

//aspi_object_t * aspi_network_ml_get_neuron (aspi_object_t * self, unsigned int layer, unsigned int n);

/* Cast an object to aspi_network_ml_t */
#define ASPI_NETWORK_ML(x) (aspi_object_check (x, aspi_network_ml ()), ((aspi_network_ml_t *) x))
#define ASPI_NETWORK_ML_CLASS(x) (aspi_class_check (x, aspi_network_ml ()), ((aspi_network_ml_class_t * ) x))

#endif /* _NETWORK_ML_H_ */

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