synapse_generators.h File Reference

Projection connectors. More...

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

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Classes
class	knp::framework::projection::synapse_generators::FromMap< SynapseType, Map >
	The FromMap class is a defintion of a generator of synapses from std::map or std::unordered_map object. More...
class	knp::framework::projection::synapse_generators::FixedProbability< SynapseType >
	The FixedProbability class is a definition of a generator that makes connections with some probability between each presynaptic population (source) neuron to each postsynaptic population (destination) neuron. More...
class	knp::framework::projection::synapse_generators::FixedNumberPost< SynapseType >
	The FixedNumberPost class is a definition of a generator that makes connections between each presynaptic neuron and a fixed number of random postsynaptic neurons. More...
class	knp::framework::projection::synapse_generators::FixedNumberPre< SynapseType >
	The FixedNumberPre class is a definition of a generator that makes connections between each postsynaptic neuron and a fixed number of random presynaptic neurons. More...

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

Functions
template<typename SynapseType >
knp::core::Projection< SynapseType >::SynapseGenerator	knp::framework::projection::synapse_generators::all_to_all (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 >::SynapseGenerator	knp::framework::projection::synapse_generators::one_to_one (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 >::SynapseGenerator	knp::framework::projection::synapse_generators::from_container (const Container< typename core::Projection< SynapseType >::Synapse > &container)
	Generate synapses from container.
template<typename SynapseType >
knp::core::Projection< SynapseType >::SynapseGenerator	knp::framework::projection::synapse_generators::index_based (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 DestinationSynapseType , typename SourceSynapseType >
knp::core::Projection< DestinationSynapseType >::SynapseGenerator	knp::framework::projection::synapse_generators::clone_projection (const knp::core::Projection< SourceSynapseType > &source_proj, parameters_generators::SynGen1ParamType< DestinationSynapseType > syn_gen=parameters_generators::default_synapse_gen< DestinationSynapseType >)
	Make connections duplicated from another projection.

Detailed Description

Projection connectors.

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 synapse_generators.h.