sml_ann.h File Reference

#include <sml.h>

Go to the source code of this file.

Enumerations
enum	sml_ann_activation_function {   SML_ANN_ACTIVATION_FUNCTION_SIGMOID, SML_ANN_ACTIVATION_FUNCTION_SIGMOID_SYMMETRIC, SML_ANN_ACTIVATION_FUNCTION_GAUSSIAN, SML_ANN_ACTIVATION_FUNCTION_GAUSSIAN_SYMMETRIC,   SML_ANN_ACTIVATION_FUNCTION_ELLIOT, SML_ANN_ACTIVATION_FUNCTION_ELLIOT_SYMMETRIC, SML_ANN_ACTIVATION_FUNCTION_COS, SML_ANN_ACTIVATION_FUNCTION_COS_SYMMETRIC,   SML_ANN_ACTIVATION_FUNCTION_SIN, SML_ANN_ACTIVATION_FUNCTION_SIN_SYMMETRIC }
	The functions that are used by the neurons to produce an output. More...
enum	sml_ann_training_algorithm { SML_ANN_TRAINING_ALGORITHM_QUICKPROP, SML_ANN_TRAINING_ALGORITHM_RPROP }
	Algorithm types used to train a neural network. More...

Functions
struct sml_object *	sml_ann_new (void)
	Creates a SML neural networks engine. More...
bool	sml_ann_set_activation_function_candidates (struct sml_object *sml, enum sml_ann_activation_function *functions, unsigned int size)
	Set the neural networks activation function candidates. More...
bool	sml_ann_set_cache_max_size (struct sml_object *sml, unsigned int max_size)
	Set the maximum number of neural networks in the cache. More...
bool	sml_ann_set_candidate_groups (struct sml_object *sml, unsigned int candidate_groups)
	Set the number of neural network candidates. More...
bool	sml_ann_set_desired_error (struct sml_object *sml, float desired_error)
	Set the neural network desired error. More...
bool	sml_ann_set_initial_required_observations (struct sml_object *sml, unsigned int required_observations)
	Set the required number of observations to train the neural network. More...
bool	sml_ann_set_max_neurons (struct sml_object *sml, unsigned int max_neurons)
	Set the maximum number of neurons in the network. More...
bool	sml_ann_set_training_algorithm (struct sml_object *sml, enum sml_ann_training_algorithm algorithm)
	Set the neural network training algorithm. More...
bool	sml_ann_set_training_epochs (struct sml_object *sml, unsigned int training_epochs)
	Set the neural network train epochs. More...
bool	sml_ann_supported (void)
	Check if SML was built with neural networks support. More...
bool	sml_ann_use_pseudorehearsal_strategy (struct sml_object *sml, bool use_pseudorehearsal)
	Set the pseudorehearsal strategy. More...
bool	sml_is_ann (struct sml_object *sml)
	Check if the SML object is a neural network engine. More...