sPyNNaker neural_modelling 7.3.1
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Data Structures | Functions
connection_generator_fixed_total.h File Reference

Fixed-Total-Number (Multapse) Connection generator implementation. More...

#include <log.h>
#include <synapse_expander/rng.h>
#include <synapse_expander/generator_types.h>

Go to the source code of this file.

Data Structures

struct  fixed_total_params
 The parameters that can be copied from SDRAM. More...
 
struct  fixed_total
 The data to be passed around. More...
 

Functions

static void * connection_generator_fixed_total_initialise (void **region)
 Draw from a binomial distribution i.e. with replacement.
 
static void connection_generator_fixed_total_free (void *generator)
 Free the fixed-total connection generator.
 
static uint32_t random_in_range (rng_t *rng, uint32_t range)
 
static void fixed_total_next (uint32_t *pre, uint32_t *post, uint32_t pre_lo, uint32_t pre_hi)
 
static bool connection_generator_fixed_total_generate (void *generator, uint32_t pre_lo, uint32_t pre_hi, uint32_t post_lo, uint32_t post_hi, uint32_t post_index, uint32_t post_slice_start, uint32_t post_slice_count, unsigned long accum weight_scale, accum timestep_per_delay, param_generator_t weight_generator, param_generator_t delay_generator, matrix_generator_t matrix_generator)
 Generate connections with the fixed-total connection generator.
 

Detailed Description

Fixed-Total-Number (Multapse) Connection generator implementation.

Definition in file connection_generator_fixed_total.h.


Data Structure Documentation

◆ fixed_total_params

struct fixed_total_params

The parameters that can be copied from SDRAM.

Definition at line 27 of file connection_generator_fixed_total.h.

Data Fields
uint32_t allow_self_connections
uint32_t with_replacement
uint32_t n_synapses_total

◆ fixed_total

struct fixed_total

The data to be passed around.

This includes the parameters, and the RNG of the connector.

Definition at line 41 of file connection_generator_fixed_total.h.

Data Fields
struct fixed_total_params params
uint16_t * n_connections_per_core

Function Documentation

◆ connection_generator_fixed_total_initialise()

static void * connection_generator_fixed_total_initialise ( void **  region)
static

Draw from a binomial distribution i.e. with replacement.

Parameters
[in]nThe number of times the experiment is run
[in]NThe number of items in the bag
[in]KThe number of items that are valid
[in]rngThe uniform random number generator
Returns
The number of times a valid item was drawn

Draw from a hyper-geometric distribution i.e. without replacement

Parameters
[in]nThe number of times the experiment is run
[in]NThe number of items in the bag at the start
[in]KThe number of valid items in the bag at the start
[in]rngThe uniform random number generator
Returns
The number of times a valid item was drawn

Initialise the fixed-total connection generator

Parameters
[in,out]regionRegion to read parameters from. Should be updated to position just after parameters after calling.
Returns
A data item to be passed in to other functions later on

Definition at line 100 of file connection_generator_fixed_total.h.

◆ connection_generator_fixed_total_free()

static void connection_generator_fixed_total_free ( void *  generator)
static

Free the fixed-total connection generator.

Parameters
[in]generatorThe generator to free

Definition at line 140 of file connection_generator_fixed_total.h.

◆ random_in_range()

static uint32_t random_in_range ( rng_t rng,
uint32_t  range 
)
static

Definition at line 144 of file connection_generator_fixed_total.h.

◆ fixed_total_next()

static void fixed_total_next ( uint32_t *  pre,
uint32_t *  post,
uint32_t  pre_lo,
uint32_t  pre_hi 
)
static

Definition at line 149 of file connection_generator_fixed_total.h.

◆ connection_generator_fixed_total_generate()

static bool connection_generator_fixed_total_generate ( void *  generator,
uint32_t  pre_lo,
uint32_t  pre_hi,
uint32_t  post_lo,
uint32_t  post_hi,
uint32_t  post_index,
uint32_t  post_slice_start,
uint32_t  post_slice_count,
unsigned long accum  weight_scale,
accum  timestep_per_delay,
param_generator_t  weight_generator,
param_generator_t  delay_generator,
matrix_generator_t  matrix_generator 
)
static

Generate connections with the fixed-total connection generator.

Parameters
[in]generatorThe generator to use to generate connections
[in]pre_slice_startThe start of the slice of the pre-population being generated
[in]pre_slice_countThe number of neurons in the slice of the pre-population being generated
[in]pre_neuron_indexThe index of the neuron in the pre-population being generated
[in]post_slice_startThe start of the slice of the post-population being generated
[in]post_slice_countThe number of neurons in the slice of the post-population being generated
[in]max_row_lengthThe maximum number of connections to generate
[in,out]indicesAn array into which the core-relative post-indices should be placed. This will be initialised to be max_row_length in size
Returns
The number of connections generated

Definition at line 177 of file connection_generator_fixed_total.h.