calix.hagen.neuron_dataclasses.CalibResultInternal

class calix.hagen.neuron_dataclasses.CalibResultInternal(v_leak: numpy.ndarray = <factory>, v_reset: numpy.ndarray = <factory>, i_syn_exc_shift: numpy.ndarray = <factory>, i_syn_inh_shift: numpy.ndarray = <factory>, i_bias_leak: numpy.ndarray = <factory>, i_bias_reset: numpy.ndarray = <factory>, i_syn_exc_gm: numpy.ndarray = <factory>, i_syn_inh_gm: numpy.ndarray = <factory>, i_syn_exc_tau: numpy.ndarray = <factory>, i_syn_inh_tau: numpy.ndarray = <factory>, syn_bias_dac: numpy.ndarray = <factory>, success: numpy.ndarray = <factory>, use_synin_small_capacitance: bool = True)

Bases: object

Class providing numpy-array access to calibrated parameters. Used internally during calibration.

__init__(v_leak: numpy.ndarray = <factory>, v_reset: numpy.ndarray = <factory>, i_syn_exc_shift: numpy.ndarray = <factory>, i_syn_inh_shift: numpy.ndarray = <factory>, i_bias_leak: numpy.ndarray = <factory>, i_bias_reset: numpy.ndarray = <factory>, i_syn_exc_gm: numpy.ndarray = <factory>, i_syn_inh_gm: numpy.ndarray = <factory>, i_syn_exc_tau: numpy.ndarray = <factory>, i_syn_inh_tau: numpy.ndarray = <factory>, syn_bias_dac: numpy.ndarray = <factory>, success: numpy.ndarray = <factory>, use_synin_small_capacitance: bool = True) → None: Initialize self. See help(type(self)) for accurate signature.

Methods

`__init__`([v_leak, v_reset, i_syn_exc_shift, …])	Initialize self.
`to_atomic_neuron`(neuron_coord)	Returns an AtomicNeuron with calibration applied.
`to_neuron_calib_result`(target, options)	Conversion to NeuronCalibResult.

Attributes

use_synin_small_capacitance

i_bias_leak: numpy.ndarray

i_bias_reset: numpy.ndarray

i_syn_exc_gm: numpy.ndarray

i_syn_exc_shift: numpy.ndarray

i_syn_exc_tau: numpy.ndarray

i_syn_inh_gm: numpy.ndarray

i_syn_inh_shift: numpy.ndarray

i_syn_inh_tau: numpy.ndarray

success: numpy.ndarray

syn_bias_dac: numpy.ndarray

to_atomic_neuron(neuron_coord: pyhalco_hicann_dls_vx_v3.AtomicNeuronOnDLS) → pylola_vx_v3.AtomicNeuron

Returns an AtomicNeuron with calibration applied.

Parameters: neuron_coord – Coordinate of requested neuron.
Returns: Complete AtomicNeuron configuration.

to_neuron_calib_result(target: calix.hagen.neuron_dataclasses.NeuronCalibTarget, options: calix.hagen.neuron_dataclasses.NeuronCalibOptions) → calix.hagen.neuron_dataclasses.NeuronCalibResult 

Conversion to NeuronCalibResult. The numpy arrays get merged into lola AtomicNeurons.

Parameters

target – Target parameters for calibration.
options – Further options for calibration.

Returns

Equivalent NeuronCalibResult.

use_synin_small_capacitance: bool = True

v_leak: numpy.ndarray

v_reset: numpy.ndarray