neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type > Class Template Reference

Template class for the generalized training functions. More...

#include <generalized_training_weight.hpp>

Inheritance diagram for neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >:

[legend]

Public Types

• typedef Index_type index_type
• typedef Iteration_type iteration_type
• typedef Network_function_type network_function_type
• typedef Network_topology network_topology
• typedef Space_function_type space_function_type
• typedef Space_topology space_topology
• typedef Value_type value_type

---

Detailed Description

template<typename Value_type, typename Iteration_type, typename Network_function_type, typename Space_function_type, typename Network_topology, typename Space_topology, typename Index_type>
class neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >

Template class for the generalized training functions.

Parameters:

	Value_type	is a type of values.
	Iteration_type	is a type of interation counter.
	Network_function_type	is a type of function that will return proper value based on network topology.
	Space_funtion_type	is a type of function that will return proper value based on space topology.
	Network_topology	is a type of function that computes distances between neurons based on network topology.
	Space_topology	is a type of function that computes distance between value and weight in proper topology.
	Index_type	is a type of index in the neural network container.

---

Member Typedef Documentation

template<typename Value_type, typename Iteration_type, typename Network_function_type, typename Space_function_type, typename Network_topology, typename Space_topology, typename Index_type> typedef Index_type neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >::index_type

template<typename Value_type, typename Iteration_type, typename Network_function_type, typename Space_function_type, typename Network_topology, typename Space_topology, typename Index_type> typedef Iteration_type neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >::iteration_type

template<typename Value_type, typename Iteration_type, typename Network_function_type, typename Space_function_type, typename Network_topology, typename Space_topology, typename Index_type> typedef Network_function_type neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >::network_function_type

template<typename Value_type, typename Iteration_type, typename Network_function_type, typename Space_function_type, typename Network_topology, typename Space_topology, typename Index_type> typedef Network_topology neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >::network_topology

Reimplemented in neural_net::Classic_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >, and neural_net::Experimental_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type, Parameter_type >.

template<typename Value_type, typename Iteration_type, typename Network_function_type, typename Space_function_type, typename Network_topology, typename Space_topology, typename Index_type> typedef Space_function_type neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >::space_function_type

template<typename Value_type, typename Iteration_type, typename Network_function_type, typename Space_function_type, typename Network_topology, typename Space_topology, typename Index_type> typedef Space_topology neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >::space_topology

Reimplemented in neural_net::Classic_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >, and neural_net::Experimental_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type, Parameter_type >.

template<typename Value_type, typename Iteration_type, typename Network_function_type, typename Space_function_type, typename Network_topology, typename Space_topology, typename Index_type> typedef Value_type neural_net::Basic_generalized_training_weight< Value_type, Iteration_type, Network_function_type, Space_function_type, Network_topology, Space_topology, Index_type >::value_type

---

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

• generalized_training_weight.hpp

---