creators.h File Reference

Projection creators. More...

#include <knp/core/projection.h>
#include <exception>
#include <functional>
#include <optional>
#include <random>
#include <tuple>
#include "synapse_generators.h"
#include "synapse_parameters_generators.h"

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Namespaces
namespace	knp
	General framework namespace.
namespace	knp::framework
	Framework namespace.
namespace	knp::framework::projection
	Projection namespace.
namespace	knp::framework::projection::creators
	Namespace for framework projection creators.

Functions
template<typename SynapseType >
knp::core::Projection< SynapseType >	knp::framework::projection::creators::all_to_all (const knp::core::UID &presynaptic_uid, const knp::core::UID &postsynaptic_uid, size_t presynaptic_pop_size, size_t postsynaptic_pop_size, parameters_generators::SynGen2ParamsType< SynapseType > syn_gen=parameters_generators::default_synapse_gen< SynapseType >)
	Make connections between each presynaptic population (source) neuron to each postsynaptic population (destination) neuron.
template<typename SynapseType >
knp::core::Projection< SynapseType >	knp::framework::projection::creators::one_to_one (const knp::core::UID &presynaptic_uid, const knp::core::UID &postsynaptic_uid, size_t population_size, parameters_generators::SynGen1ParamType< SynapseType > syn_gen=std::bind(parameters_generators::default_synapse_gen< SynapseType >, std::placeholders::_1, 0))
	Make one-to-one connections between neurons of presynaptic and postsynaptic populations.
template<typename SynapseType , template< typename... > class Container>
knp::core::Projection< SynapseType >	knp::framework::projection::creators::from_container (const knp::core::UID &presynaptic_uid, const knp::core::UID &postsynaptic_uid, const Container< typename core::Projection< SynapseType >::Synapse > &container)
	Generate projection from container.
template<typename SynapseType , template< typename, typename, typename... > class Map>
knp::core::Projection< SynapseType >	knp::framework::projection::creators::from_map (const knp::core::UID &presynaptic_uid, const knp::core::UID &postsynaptic_uid, const Map< typename std::tuple< size_t, size_t >, typename knp::core::Projection< SynapseType >::SynapseParameters > &synapses_map)
	Generate projection from std::map object.
template<typename SynapseType >
knp::core::Projection< SynapseType >	knp::framework::projection::creators::fixed_probability (const knp::core::UID &presynaptic_uid, const knp::core::UID &postsynaptic_uid, size_t presynaptic_pop_size, size_t postsynaptic_pop_size, double connection_probability, parameters_generators::SynGen2ParamsType< SynapseType > syn_gen=parameters_generators::default_synapse_gen< SynapseType >)
	Make connections with some probability between each presynaptic population (source) neuron to each postsynaptic population (destination) neuron.
template<typename SynapseType >
knp::core::Projection< SynapseType >	knp::framework::projection::creators::index_based (const knp::core::UID &presynaptic_uid, const knp::core::UID &postsynaptic_uid, size_t presynaptic_pop_size, size_t postsynaptic_pop_size, parameters_generators::SynGenOptional2ParamsType< SynapseType > syn_gen)
	Make connections between neurons of presynaptic and postsynaptic populations based on the synapse generation function result.
template<typename SynapseType >
knp::core::Projection< SynapseType >	knp::framework::projection::creators::fixed_number_post (const knp::core::UID &presynaptic_uid, const knp::core::UID &postsynaptic_uid, size_t presynaptic_pop_size, size_t postsynaptic_pop_size, size_t neurons_count, parameters_generators::SynGen2ParamsType< SynapseType > syn_gen=parameters_generators::default_synapse_gen< SynapseType >)
	Make connections between each presynaptic neuron and a fixed number of random postsynaptic neurons.
template<typename SynapseType >
knp::core::Projection< SynapseType >	knp::framework::projection::creators::fixed_number_pre (const knp::core::UID &presynaptic_uid, const knp::core::UID &postsynaptic_uid, size_t presynaptic_pop_size, size_t postsynaptic_pop_size, size_t neurons_count, parameters_generators::SynGen2ParamsType< SynapseType > syn_gen=parameters_generators::default_synapse_gen< SynapseType >)
	Make connections between each postsynaptic neuron and a fixed number of random presynaptic neurons.
template<typename DestinationSynapseType , typename SourceSynapseType >
knp::core::Projection< DestinationSynapseType >	knp::framework::projection::creators::clone_projection (const knp::core::Projection< SourceSynapseType > &source_proj, parameters_generators::SynGen1ParamType< DestinationSynapseType > syn_gen=parameters_generators::default_synapse_gen< DestinationSynapseType >, const std::optional< knp::core::UID > &presynaptic_uid=std::nullopt, const std::optional< knp::core::UID > &postsynaptic_uid=std::nullopt)
	Generate a projection which connections are duplicated from another projection.

Detailed Description

Projection creators.

Developers: Artiom N.

Date

10.08.2024

License: Apache 2.0

Copyright

© 2024 AO Kaspersky Lab

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Definition in file creators.h.