GeNN
4.9.0
GPU enhanced Neuronal Networks (GeNN)
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Initialises connectivity with a fixed number of random synapses per column. More...
#include <initSparseConnectivitySnippet.h>
Public Member Functions | |
DECLARE_SNIPPET (InitSparseConnectivitySnippet::FixedNumberPreWithReplacement, 1) | |
SET_COL_BUILD_CODE ("if(c == 0) {\ " $(endCol);\" "}\" "const unsigned int idPre=(unsigned int) ceil($(gennrand_uniform) *$(num_pre)) - 1;\" "$(addSynapse, idPre+$(id_pre_begin));\" "c--;\") | |
SET_COL_BUILD_STATE_VARS ({{"c", "unsigned int", "$(colLength)"}}) | |
virtual StringVec | getParamNames () const override |
Gets names of of (independent) model parameters. More... | |
SET_CALC_MAX_ROW_LENGTH_FUNC ([](unsigned int numPre, unsigned int numPost, const std::vector< double > &pars) { const double quantile=pow(0.9999, 1.0/(double) numPre);return binomialInverseCDF(quantile,(unsigned int) pars[0] *numPost, 1.0/(double) numPre);}) | |
SET_CALC_MAX_COL_LENGTH_FUNC ([](unsigned int, unsigned int, const std::vector< double > &pars) { return(unsigned int) pars[0];}) | |
Public Member Functions inherited from InitSparseConnectivitySnippet::Base | |
virtual std::string | getRowBuildCode () const |
virtual ParamValVec | getRowBuildStateVars () const |
virtual std::string | getColBuildCode () const |
virtual ParamValVec | getColBuildStateVars () const |
virtual std::string | getHostInitCode () const |
virtual CalcMaxLengthFunc | getCalcMaxRowLengthFunc () const |
Get function to calculate the maximum row length of this connector based on the parameters and the size of the pre and postsynaptic population. More... | |
virtual CalcMaxLengthFunc | getCalcMaxColLengthFunc () const |
Get function to calculate the maximum column length of this connector based on the parameters and the size of the pre and postsynaptic population. More... | |
virtual CalcKernelSizeFunc | getCalcKernelSizeFunc () const |
Get function to calculate kernel size required for this conenctor based on its parameters. More... | |
boost::uuids::detail::sha1::digest_type | getHashDigest () const |
Update hash from snippet. More... | |
void | validate () const |
Validate names of parameters etc. More... | |
Public Member Functions inherited from Snippet::Base | |
virtual | ~Base () |
virtual DerivedParamVec | getDerivedParams () const |
virtual EGPVec | getExtraGlobalParams () const |
size_t | getExtraGlobalParamIndex (const std::string ¶mName) const |
Find the index of a named extra global parameter. More... | |
Additional Inherited Members | |
Public Types inherited from InitSparseConnectivitySnippet::Base | |
typedef std::function< unsigned int(unsigned int, unsigned int, const std::vector< double > &)> | CalcMaxLengthFunc |
typedef std::function< std::vector< unsigned int >const std::vector< double > &)> | CalcKernelSizeFunc |
Public Types inherited from Snippet::Base | |
typedef std::vector< std::string > | StringVec |
typedef std::vector< EGP > | EGPVec |
typedef std::vector< ParamVal > | ParamValVec |
typedef std::vector< DerivedParam > | DerivedParamVec |
Protected Member Functions inherited from Snippet::Base | |
void | updateHash (boost::uuids::detail::sha1 &hash) const |
void | validate () const |
Validate names of parameters etc. More... | |
Static Protected Member Functions inherited from Snippet::Base | |
template<typename T > | |
static size_t | getNamedVecIndex (const std::string &name, const std::vector< T > &vec) |
Initialises connectivity with a fixed number of random synapses per column.
No need for ordering here so fine to sample directly from uniform distribution
InitSparseConnectivitySnippet::FixedNumberPreWithReplacement::DECLARE_SNIPPET | ( | InitSparseConnectivitySnippet::FixedNumberPreWithReplacement | , |
1 | |||
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inlineoverridevirtual |
Gets names of of (independent) model parameters.
Reimplemented from Snippet::Base.
InitSparseConnectivitySnippet::FixedNumberPreWithReplacement::SET_CALC_MAX_COL_LENGTH_FUNC | ( | [] (unsigned int, unsigned int, const std::vector< double > &pars) { return(unsigned int) pars[0];} | ) |
InitSparseConnectivitySnippet::FixedNumberPreWithReplacement::SET_CALC_MAX_ROW_LENGTH_FUNC | ( | [] (unsigned int numPre, unsigned int numPost, const std::vector< double > &pars) { const double quantile=pow(0.9999, 1.0/(double) numPre);return binomialInverseCDF(quantile,(unsigned int) pars[0] *numPost, 1.0/(double) numPre);} | ) |
InitSparseConnectivitySnippet::FixedNumberPreWithReplacement::SET_COL_BUILD_CODE | ( | ) |
InitSparseConnectivitySnippet::FixedNumberPreWithReplacement::SET_COL_BUILD_STATE_VARS | ( | {{"c", "unsigned int", "$(colLength)"}} | ) |