GeNN
3.3.0
GPU enhanced Neuronal Networks (GeNN)
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#include <string>
#include <cmath>
#include <cstdlib>
#include <cstdio>
#include "global.h"
#include "sparseProjection.h"
Go to the source code of this file.
Functions | |
template<class DATATYPE > | |
unsigned int | countEntriesAbove (DATATYPE *Array, int sz, double includeAbove) |
Utility to count how many entries above a specified value exist in a float array. More... | |
template<class DATATYPE > | |
DATATYPE | getG (DATATYPE *wuvar, SparseProjection *sparseStruct, int x, int y) |
DEPRECATED Utility to get a synapse weight from a SPARSE structure by x,y coordinates NB: as the SparseProjection struct doesnt hold the preN size (it should!) it is not possible to check the parameter validity. This fn may therefore crash unless user knows max poss X. More... | |
template<class DATATYPE > | |
float | getSparseVar (DATATYPE *wuvar, SparseProjection *sparseStruct, unsigned int x, unsigned int y) |
template<class DATATYPE > | |
void | setSparseConnectivityFromDense (DATATYPE *wuvar, int preN, int postN, DATATYPE *tmp_gRNPN, SparseProjection *sparseStruct) |
Function for setting the values of SPARSE connectivity matrix. More... | |
template<class DATATYPE > | |
void | createSparseConnectivityFromDense (DATATYPE *wuvar, int preN, int postN, DATATYPE *tmp_gRNPN, SparseProjection *sparseStruct, bool runTest) |
Utility to generate the SPARSE connectivity structure from a simple all-to-all array. More... | |
void | createPosttoPreArray (unsigned int preN, unsigned int postN, SparseProjection *C) |
Utility to generate the YALE array structure with post-to-pre arrangement from the original pre-to-post arrangement where postsynaptic feedback is necessary (learning etc) More... | |
template<typename PostIndexType > | |
void | createPosttoPreArray (unsigned int preN, unsigned int postN, RaggedProjection< PostIndexType > *C) |
Utility to generate the RAGGED array structure with post-to-pre arrangement from the original pre-to-post arrangement where postsynaptic feedback is necessary (learning etc) More... | |
void | createPreIndices (unsigned int preN, unsigned int postN, SparseProjection *C) |
Function to create the mapping from the normal index array "ind" to the "reverse" array revInd, i.e. the inverse mapping of remap. This is needed if SynapseDynamics accesses pre-synaptic variables. More... | |
template<typename PostIndexType > | |
void | createPreIndices (unsigned int preN, unsigned int, RaggedProjection< PostIndexType > *C) |
void | initializeSparseArray (const SparseProjection &C, unsigned int *dInd, unsigned int *dIndInG, unsigned int preN) |
Function for initializing conductance array indices for sparse matrices on the GPU (by copying the values from the host) More... | |
template<typename PostIndexType > | |
void | initializeRaggedArray (const RaggedProjection< PostIndexType > &C, PostIndexType *dInd, unsigned int *dRowLength, unsigned int preN) |
Function for initializing conductance array indices for sparse matrices on the GPU (by copying the values from the host) More... | |
void | initializeSparseArrayRev (const SparseProjection &C, unsigned int *dRevInd, unsigned int *dRevIndInG, unsigned int *dRemap, unsigned int postN) |
Function for initializing reversed conductance array indices for sparse matrices on the GPU (by copying the values from the host) More... | |
void | initializeSparseArrayPreInd (const SparseProjection &C, unsigned int *dPreInd) |
Function for initializing reversed conductance arrays presynaptic indices for sparse matrices on the GPU (by copying the values from the host) More... | |
template<typename PostIndexType > | |
void | initializeRaggedArrayRev (const RaggedProjection< PostIndexType > &C, unsigned int *dColLength, unsigned int *dRemap, unsigned int postN) |
Function for initializing reversed conductance array indices for sparse matrices on the GPU (by copying the values from the host) More... | |
template<typename PostIndexType > | |
void | initializeRaggedArraySynRemap (const RaggedProjection< PostIndexType > &C, unsigned int *dSynRemap) |
Function for initializing reversed conductance arrays presynaptic indices for sparse matrices on the GPU (by copying the values from the host) More... | |
unsigned int countEntriesAbove | ( | DATATYPE * | Array, |
int | sz, | ||
double | includeAbove | ||
) |
Utility to count how many entries above a specified value exist in a float array.
void createPosttoPreArray | ( | unsigned int | preN, |
unsigned int | postN, | ||
SparseProjection * | C | ||
) |
Utility to generate the YALE array structure with post-to-pre arrangement from the original pre-to-post arrangement where postsynaptic feedback is necessary (learning etc)
Utility to generate the YALE array structure with post-to-pre arrangement from the original pre-to-post arrangement where postsynaptic feedback is necessary (learning etc)
void createPosttoPreArray | ( | unsigned int | preN, |
unsigned int | postN, | ||
RaggedProjection< PostIndexType > * | C | ||
) |
Utility to generate the RAGGED array structure with post-to-pre arrangement from the original pre-to-post arrangement where postsynaptic feedback is necessary (learning etc)
void createPreIndices | ( | unsigned int | preN, |
unsigned int | postN, | ||
SparseProjection * | C | ||
) |
Function to create the mapping from the normal index array "ind" to the "reverse" array revInd, i.e. the inverse mapping of remap. This is needed if SynapseDynamics accesses pre-synaptic variables.
void createPreIndices | ( | unsigned int | preN, |
unsigned int | , | ||
RaggedProjection< PostIndexType > * | C | ||
) |
void createSparseConnectivityFromDense | ( | DATATYPE * | wuvar, |
int | preN, | ||
int | postN, | ||
DATATYPE * | tmp_gRNPN, | ||
SparseProjection * | sparseStruct, | ||
bool | runTest | ||
) |
Utility to generate the SPARSE connectivity structure from a simple all-to-all array.
DATATYPE getG | ( | DATATYPE * | wuvar, |
SparseProjection * | sparseStruct, | ||
int | x, | ||
int | y | ||
) |
DEPRECATED Utility to get a synapse weight from a SPARSE structure by x,y coordinates NB: as the SparseProjection struct doesnt hold the preN size (it should!) it is not possible to check the parameter validity. This fn may therefore crash unless user knows max poss X.
float getSparseVar | ( | DATATYPE * | wuvar, |
SparseProjection * | sparseStruct, | ||
unsigned int | x, | ||
unsigned int | y | ||
) |
void initializeRaggedArray | ( | const RaggedProjection< PostIndexType > & | C, |
PostIndexType * | dInd, | ||
unsigned int * | dRowLength, | ||
unsigned int | preN | ||
) |
Function for initializing conductance array indices for sparse matrices on the GPU (by copying the values from the host)
void initializeRaggedArrayRev | ( | const RaggedProjection< PostIndexType > & | C, |
unsigned int * | dColLength, | ||
unsigned int * | dRemap, | ||
unsigned int | postN | ||
) |
Function for initializing reversed conductance array indices for sparse matrices on the GPU (by copying the values from the host)
void initializeRaggedArraySynRemap | ( | const RaggedProjection< PostIndexType > & | C, |
unsigned int * | dSynRemap | ||
) |
Function for initializing reversed conductance arrays presynaptic indices for sparse matrices on the GPU (by copying the values from the host)
void initializeSparseArray | ( | const SparseProjection & | C, |
unsigned int * | dInd, | ||
unsigned int * | dIndInG, | ||
unsigned int | preN | ||
) |
Function for initializing conductance array indices for sparse matrices on the GPU (by copying the values from the host)
void initializeSparseArrayPreInd | ( | const SparseProjection & | C, |
unsigned int * | dPreInd | ||
) |
Function for initializing reversed conductance arrays presynaptic indices for sparse matrices on the GPU (by copying the values from the host)
void initializeSparseArrayRev | ( | const SparseProjection & | C, |
unsigned int * | dRevInd, | ||
unsigned int * | dRevIndInG, | ||
unsigned int * | dRemap, | ||
unsigned int | postN | ||
) |
Function for initializing reversed conductance array indices for sparse matrices on the GPU (by copying the values from the host)
void setSparseConnectivityFromDense | ( | DATATYPE * | wuvar, |
int | preN, | ||
int | postN, | ||
DATATYPE * | tmp_gRNPN, | ||
SparseProjection * | sparseStruct | ||
) |
Function for setting the values of SPARSE connectivity matrix.