pygenn.genn_groups.NeuronGroup Class Reference

Class representing a group of neurons. More...

Inheritance diagram for pygenn.genn_groups.NeuronGroup:

Public Member Functions
def	__init__ (self, name)
	Init NeuronGroup. More...
def	current_spikes (self)
	Current spikes from GeNN. More...
def	delay_slots (self)
	Maximum delay steps needed for this group. More...
def	size (self)
def	set_neuron (self, model, param_space, var_space)
	Set neuron, its parameters and initial variables. More...
def	add_to (self, model_spec, num_neurons)
	Add this NeuronGroup to the GeNN modelspec. More...
def	add_extra_global_param (self, param_name, param_values)
	Add extra global parameter. More...
def	load (self, slm, scalar)
	Loads neuron group. More...
def	reinitialise (self, slm, scalar)
	Reinitialise neuron group. More...
def	__init__ (self, name)
	Init NeuronGroup. More...
def	current_spikes (self)
	Current spikes from GeNN. More...
def	delay_slots (self)
	Maximum delay steps needed for this group. More...
def	size (self)
def	set_neuron (self, model, param_space, var_space)
	Set neuron, its parameters and initial variables. More...
def	add_to (self, nn_model, num_neurons)
	Add this NeuronGroup to the GeNN NNmodel. More...
def	add_extra_global_param (self, param_name, param_values)
	Add extra global parameter. More...
def	load (self, slm, scalar)
	Loads neuron group. More...
def	reinitialise (self, slm, scalar)
	Reinitialise neuron group. More...
Public Member Functions inherited from pygenn.genn_groups.Group
def	__init__ (self, name)
	Init Group. More...
def	set_var (self, var_name, values)
	Set values for a Variable. More...
def	__init__ (self, name)
	Init Group. More...
def	set_var (self, var_name, values)
	Set values for a Variable. More...

Public Attributes
	neuron
	spikes
	spike_count
	spike_que_ptr
	is_spike_source_array
	type
	pop
Public Attributes inherited from pygenn.genn_groups.Group
	name
	vars
	extra_global_params

Detailed Description

Class representing a group of neurons.

Constructor & Destructor Documentation

__init__() [1/2]

def pygenn.genn_groups.NeuronGroup.__init__	(		self,
			name
	)

Init NeuronGroup.

Parameters

name	string name of the group

__init__() [2/2]

def pygenn.genn_groups.NeuronGroup.__init__	(		self,
			name
	)

Init NeuronGroup.

Parameters

name	string name of the group

Member Function Documentation

add_extra_global_param() [1/2]

def pygenn.genn_groups.NeuronGroup.add_extra_global_param	(		self,
			param_name,
			param_values
	)

Add extra global parameter.

Parameters

param_name	string with the name of the extra global parameter
param_values	iterable or a single value

add_extra_global_param() [2/2]

def pygenn.genn_groups.NeuronGroup.add_extra_global_param	(		self,
			param_name,
			param_values
	)

Add extra global parameter.

Parameters

param_name	string with the name of the extra global parameter
param_values	iterable or a single value

add_to() [1/2]

def pygenn.genn_groups.NeuronGroup.add_to	(		self,
			model_spec,
			num_neurons
	)

Add this NeuronGroup to the GeNN modelspec.

Parameters

model_spec	GeNN modelspec
num_neurons	int number of neurons

add_to() [2/2]

def pygenn.genn_groups.NeuronGroup.add_to	(		self,
			nn_model,
			num_neurons
	)

Add this NeuronGroup to the GeNN NNmodel.

Parameters

nn_model	GeNN NNmodel
num_neurons	int number of neurons

current_spikes() [1/2]

def pygenn.genn_groups.NeuronGroup.current_spikes

(

self

)

Current spikes from GeNN.

current_spikes() [2/2]

def pygenn.genn_groups.NeuronGroup.current_spikes

(

self

)

Current spikes from GeNN.

delay_slots() [1/2]

def pygenn.genn_groups.NeuronGroup.delay_slots

(

self

)

Maximum delay steps needed for this group.

delay_slots() [2/2]

def pygenn.genn_groups.NeuronGroup.delay_slots

(

self

)

Maximum delay steps needed for this group.

load() [1/2]

def pygenn.genn_groups.NeuronGroup.load	(		self,
			slm,
			scalar
	)

Loads neuron group.

Parameters

slm	SharedLibraryModel instance for acccessing variables
scalar	String specifying "scalar" type

load() [2/2]

def pygenn.genn_groups.NeuronGroup.load	(		self,
			slm,
			scalar
	)

Loads neuron group.

Parameters

slm	SharedLibraryModel instance for acccessing variables
scalar	String specifying "scalar" type

reinitialise() [1/2]

def pygenn.genn_groups.NeuronGroup.reinitialise	(		self,
			slm,
			scalar
	)

Reinitialise neuron group.

Parameters

slm	SharedLibraryModel instance for acccessing variables
scalar	String specifying "scalar" type

reinitialise() [2/2]

def pygenn.genn_groups.NeuronGroup.reinitialise	(		self,
			slm,
			scalar
	)

Reinitialise neuron group.

Parameters

slm	SharedLibraryModel instance for acccessing variables
scalar	String specifying "scalar" type

set_neuron() [1/2]

def pygenn.genn_groups.NeuronGroup.set_neuron	(		self,
			model,
			param_space,
			var_space
	)

Set neuron, its parameters and initial variables.

Parameters

model	type as string of intance of the model
param_space	dict with model parameters
var_space	dict with model variables

set_neuron() [2/2]

def pygenn.genn_groups.NeuronGroup.set_neuron	(		self,
			model,
			param_space,
			var_space
	)

Set neuron, its parameters and initial variables.

Parameters

model	type as string of intance of the model
param_space	dict with model parameters
var_space	dict with model variables

size() [1/2]

def pygenn.genn_groups.NeuronGroup.size

(

self

)

size() [2/2]

def pygenn.genn_groups.NeuronGroup.size

(

self

)

Member Data Documentation

is_spike_source_array

pygenn.genn_groups.NeuronGroup.is_spike_source_array

neuron

pygenn.genn_groups.NeuronGroup.neuron

pop

pygenn.genn_groups.NeuronGroup.pop

spike_count

pygenn.genn_groups.NeuronGroup.spike_count

spike_que_ptr

pygenn.genn_groups.NeuronGroup.spike_que_ptr

spikes

pygenn.genn_groups.NeuronGroup.spikes

type

pygenn.genn_groups.NeuronGroup.type

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The documentation for this class was generated from the following file:

• build/lib.linux-x86_64-3.6/pygenn/genn_groups.py