jaxsnn.event.modules.hx.lif

Modules

jaxsnn.event.modules.hx.lif.neuron

jaxsnn.event.modules.hx.lif.parameters

Classes

NeuronParameters(tau_syn, tau_mem, v_th, …)

Functions

jaxsnn.event.modules.hx.lif.HXLIF(size: int, n_steps: int, params: NeuronParameters, time_offset: float = 0.0, n_hw_spikes: Optional[int] = None, chip_coordinate: Optional[DLSGlobal] = None, enable_spike_recording: bool = True, enable_cadc_recording: bool = False, enable_cadc_recording_placement_in_dram: bool = False, enable_madc_recording: bool = False, record_neuron_id: Optional[int] = None, placement_constraint: Optional[List[halco.LogicalNeuronOnDLS]] = None, neuron_structure: Optional[Morphology] = None, **extra_params) → Population

Create a LIF neuron population for execution on BrainScaleS.

Parameters

  • size – Number of neurons in the population.

  • n_steps – Number of simulation steps.

  • params – Neuron parameters (hardware-compatible).

  • time_offset – Optional time offset for all neurons.

  • n_hw_spikes – Optional hardware spike limit.

  • chip_coordinate – Optional chip coordinate for placement.

  • enable_spike_recording – Enable spike recording.

  • enable_cadc_recording – Enable CADC recording.

  • enable_cadc_recording_placement_in_dram – Place CADC recording in DRAM.

  • enable_madc_recording – Enable MADC recording.

  • record_neuron_id – Restrict recording to a specific neuron.

  • placement_constraint – Placement constraints for neurons.

  • neuron_structure – Optional neuron morphology.

  • extra_params – Additional hardware-specific parameters.

Returns

Population object for hardware LIF neurons.