pynn_brainscales.brainscales2.standardmodels.cells.NeuronCellType

class pynn_brainscales.brainscales2.standardmodels.cells.NeuronCellType(plasticity_rule: Optional[pynn_brainscales.brainscales2.plasticity_rules.PlasticityRule] = None, **parameters)

Bases: pynn_brainscales.brainscales2.standardmodels.cells_base.StandardCellType, pynn_brainscales.brainscales2.plasticity_rules.PlasticityRuleHandle

Network addable cell with plasticity rule handle.

Currently this includes setting the readout source of each neuron to be available to the plasticity rule.

__init__(plasticity_rule: Optional[pynn_brainscales.brainscales2.plasticity_rules.PlasticityRule] = None, **parameters): Initialize self. See help(type(self)) for accurate signature.

Methods

`__init__`([plasticity_rule])	Initialize self.
`to_plasticity_rule_population_handle`(population)	Convert observable options to population handle of plasticity rule to backend representation, when plasticity rule handle is assoiated to neuron cell type and used in a population.

Attributes

`default_parameters`
`translations`
`units`

class ReadoutSource

Bases: pybind11_builtins.pybind11_object

Members:

membrane

exc_synin

inh_synin

adaptation

adaptation = <ReadoutSource.adaptation: 3>

exc_synin = <ReadoutSource.exc_synin: 1>

inh_synin = <ReadoutSource.inh_synin: 2>

membrane = <ReadoutSource.membrane: 0>

property name

property value

default_parameters: Final[Dict[str, Any]] = {'plasticity_rule_enable_readout_source': False, 'plasticity_rule_readout_source': 0.0}

classmethod to_plasticity_rule_population_handle(population: pyNN.common.populations.Population) → _pygrenade_vx_network.PlasticityRule.PopulationHandle

Convert observable options to population handle of plasticity rule to backend representation, when plasticity rule handle is assoiated to neuron cell type and used in a population.

Parameters: population – Population for which to convert
Returns: Representation in grenade

translations: Final[Dict[str, str]] = {'plasticity_rule_enable_readout_source': {'forward_transform': 'plasticity_rule_enable_readout_source', 'reverse_transform': 'plasticity_rule_enable_readout_source', 'translated_name': 'plasticity_rule_enable_readout_source'}, 'plasticity_rule_readout_source': {'forward_transform': 'plasticity_rule_readout_source', 'reverse_transform': 'plasticity_rule_readout_source', 'translated_name': 'plasticity_rule_readout_source'}}

units: Final[Dict[str, str]] = {'plasticity_rule_enable_readout_source': 'dimensionless', 'plasticity_rule_readout_source': 'dimensionless'}