matrix_generator_stdp.h File Reference

STDP synaptic matrix implementation. More...

#include <stdbool.h>
#include <spin1_api.h>
#include <debug.h>
#include <delay_extension/delay_extension.h>
#include "matrix_generator_common.h"
#include <synapse_expander/generator_types.h>
#include <utils.h>

Go to the source code of this file.

Data Structures
struct	row_plastic_t
	The layout of the initial plastic synapse part of the row. More...
struct	row_fixed_t
	The layout of the fixed synapse region of the row; the fixed-fixed region is empty. More...
struct	matrix_generator_stdp_data_t
	Data for the generator. More...
union	matrix_generator_stdp_data_t.__unnamed25__
union	matrix_generator_stdp_data_t.__unnamed27__

Functions
static uint32_t	plastic_half_words (uint32_t n_half_words_per_pp_header, uint32_t n_half_words_per_pp_synapse, uint32_t max_row_n_synapses)
	Get the maximum number of plastic half-words in a row.
static row_fixed_t *	get_stdp_fixed_row (row_plastic_t *plastic_row, uint32_t n_half_words_per_pp_header, uint32_t n_half_words_per_pp_synapse, uint32_t max_row_n_synapses)
	Get the fixed part of a row that comes after the plastic part. Note that this assumes the max row size in number of synapses.
static void	setup_stdp_rows (uint32_t *matrix, uint32_t n_rows, uint32_t n_half_words_per_pp_header, uint32_t n_half_words_per_pp_synapse, uint32_t max_row_n_synapses, uint32_t max_row_n_words)
	Set up the rows so that they are ready for writing to.
static uint16_t	build_fixed_plastic_half_word (uint16_t delay, uint32_t type, uint32_t post_index, uint32_t synapse_type_bits, uint32_t synapse_index_bits, uint32_t delay_bits)
	Build a fixed-plastic half-word from its components.
void *	matrix_generator_stdp_initialize (void **region, void *synaptic_matrix)
	Initialise the STDP synaptic matrix generator.
void	matrix_generator_stdp_free (void *generator)
	Free any data for the STDP synaptic matrix generator.
static bool	matrix_generator_stdp_write_synapse (void *generator, uint32_t pre_index, uint16_t post_index, accum weight, uint16_t delay, unsigned long accum weight_scale)
	How to write a synapse to a matrix.

Detailed Description

STDP synaptic matrix implementation.

Definition in file matrix_generator_stdp.h.

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Data Structure Documentation

row_plastic_t

struct row_plastic_t

The layout of the initial plastic synapse part of the row.

Definition at line 32 of file matrix_generator_stdp.h.

Data Fields
uint32_t	plastic_plastic_size	the plastic-plastic size within the row
uint16_t	plastic_plastic_data[]	the plastic-plastic data within the row

row_fixed_t

struct row_fixed_t

The layout of the fixed synapse region of the row; the fixed-fixed region is empty.

Definition at line 38 of file matrix_generator_stdp.h.

Data Fields
uint32_t	fixed_fixed_size	the fixed-fixed size within the fixed region
uint32_t	fixed_plastic_size	the fixed-plastic size within the fixed region
uint16_t	fixed_plastic_data[]	the fixed-plastic data within the fixed region

matrix_generator_stdp_data_t

struct matrix_generator_stdp_data_t

Data for the generator.

Definition at line 45 of file matrix_generator_stdp.h.

Data Fields
union matrix_generator_stdp_data_t.__unnamed25__	__unnamed__
union matrix_generator_stdp_data_t.__unnamed27__	__unnamed__
uint32_t	max_row_n_synapses	The maximum number of synapses on a row.
uint32_t	max_delayed_row_n_synapses	The maximum number of synapses on a delayed row.
uint32_t	max_row_n_words	The maximum number of words on a row.
uint32_t	max_delayed_row_n_words	The maximum number of words on a delayed row.
uint32_t	synapse_type	The matrix synapse type.
uint32_t	synapse_type_bits	The number of bits needed to represent the synapse type.
uint32_t	synapse_index_bits	The number of bits needed to represent the synapse neuron id.
uint32_t	max_stage	The maximum delay stage, including 0 for no delay stage.
uint32_t	max_delay_per_stage	The maximum delay per delay stage in time steps.
uint32_t	delay_bits	The number of bits needed to represent the maximum delay per stage.
uint32_t	n_pre_neurons	The number of pre-synaptic neurons.
uint32_t	n_pre_neurons_per_core	The number of pre-synaptic neurons per core.
uint32_t	n_half_words_per_pp_row_header	The number of half-words in a plastic-plastic row header.
uint32_t	n_half_words_per_pp_synapse	The number of half-words in each plastic-plastic synapse.
uint32_t	weight_half_word	The index of the half-word that will contain the weight.

matrix_generator_stdp_data_t.__unnamed25__

union matrix_generator_stdp_data_t.__unnamed25__

Definition at line 46 of file matrix_generator_stdp.h.

Data Fields
uint32_t *	synaptic_matrix	The address of the synaptic matrix (once initialised)
uint32_t	synaptic_matrix_offset	The offset of the synaptic matrix (as read from SDRAM)

matrix_generator_stdp_data_t.__unnamed27__

union matrix_generator_stdp_data_t.__unnamed27__

Definition at line 52 of file matrix_generator_stdp.h.

Data Fields
uint32_t *	delayed_synaptic_matrix	The address of the delayed synaptic matrix (once initialised)
uint32_t	delayed_matrix_offset	The offset of the delayed synaptic matrix (as read from SDRAM)

Function Documentation

plastic_half_words()

static uint32_t plastic_half_words ( uint32_t  n_half_words_per_pp_header, uint32_t  n_half_words_per_pp_synapse, uint32_t  max_row_n_synapses  )

static

Get the maximum number of plastic half-words in a row.

Parameters

[in]	n_half_words_per_pp_header	the number of half-words at the start of each row
[in]	n_half_words_per_pp_synapse	the number of half-words used by each synapse
[in]	max_row_n_synapses	the maximum number of synapses in a row

Returns

the number of plastic half-words in a maximum length row

Definition at line 99 of file matrix_generator_stdp.h.

get_stdp_fixed_row()

static row_fixed_t * get_stdp_fixed_row ( row_plastic_t *  plastic_row, uint32_t  n_half_words_per_pp_header, uint32_t  n_half_words_per_pp_synapse, uint32_t  max_row_n_synapses  )

static

Get the fixed part of a row that comes after the plastic part. Note that this assumes the max row size in number of synapses.

Parameters

[in]	plastic_row	A pointer to the row to find the fixed part of
[in]	n_half_words_per_pp_header	the (even) number of header words at the start of the plastic data
[in]	n_half_words_per_pp_synapse	the number of half-words in each synapse, not necessarily even
[in]	max_row_n_synapses	the maximum number of synapses in the row

Returns

A pointer to the fixed part of the row assuming all synapses used

Definition at line 120 of file matrix_generator_stdp.h.

setup_stdp_rows()

static void setup_stdp_rows ( uint32_t *  matrix, uint32_t  n_rows, uint32_t  n_half_words_per_pp_header, uint32_t  n_half_words_per_pp_synapse, uint32_t  max_row_n_synapses, uint32_t  max_row_n_words  )

static

Set up the rows so that they are ready for writing to.

Parameters

[in]	matrix	The base address of the matrix to set up
[in]	n_rows	The number of rows in the matrix
[in]	n_half_words_per_pp_header	The number of half-words at the start of each row
[in]	n_half_words_per_pp_synapse	The number of half-words used by each synapse
[in]	max_row_n_synapses	The maximum number of synapses in a row
[in]	max_row_n_words	The maximum number of words used by a row

Definition at line 139 of file matrix_generator_stdp.h.

build_fixed_plastic_half_word()

static uint16_t build_fixed_plastic_half_word ( uint16_t  delay, uint32_t  type, uint32_t  post_index, uint32_t  synapse_type_bits, uint32_t  synapse_index_bits, uint32_t  delay_bits  )

static

Build a fixed-plastic half-word from its components.

Parameters

[in]	delay	The delay of the synapse
[in]	type	The synapse type
[in]	post_index	The core-relative index of the target neuron
[in]	synapse_type_bits	The number of bits for the synapse type
[in]	synapse_index_bits	The number of bits for the target neuron id
[in]	delay_bits	The number of bits for the synaptic delay

Returns

A half-word fixed-plastic synapse

Definition at line 172 of file matrix_generator_stdp.h.

matrix_generator_stdp_initialize()

void * matrix_generator_stdp_initialize	(	void **	region,
		void *	synaptic_matrix
	)

Initialise the STDP synaptic matrix generator.

Parameters

[in,out]	region	Region to read parameters from. Should be updated to position just after parameters after calling.
[in]	synaptic_matrix	The base address of the synaptic matrix

Returns

A data item to be passed in to other functions later on

Definition at line 196 of file matrix_generator_stdp.h.

matrix_generator_stdp_free()

void matrix_generator_stdp_free

(

void *

generator

)

Free any data for the STDP synaptic matrix generator.

Parameters

[in]

generator

The generator to free

Definition at line 236 of file matrix_generator_stdp.h.

matrix_generator_stdp_write_synapse()

static bool matrix_generator_stdp_write_synapse ( void *  generator, uint32_t  pre_index, uint16_t  post_index, accum  weight, uint16_t  delay, unsigned long accum  weight_scale  )

static

How to write a synapse to a matrix.

Parameters

[in]	generator	The generator data
[in]	pre_index	The index of the pre-neuron relative to the start of the matrix
[in]	post_index	The index of the post-neuron on this core
[in]	weight	The weight of the synapse in raw form
[in]	delay	The delay of the synapse in time steps
[in]	weight_scale	The scale to apply to the weight if needed

Definition at line 250 of file matrix_generator_stdp.h.