hxtorch.spiking.modules.neuron

Implementing SNN modules

Classes

AELIF(size, experiment, leak, reset, …)	Layer of neurons with configurable dynamics up to adaptive exponential leaky integrate-and-fire complexity.
EventPropLIF(size, experiment, leak, reset, …)
HXTransformedModelParameter(model_value, …)
Handle(*args, **kwargs)	Factory for classes which are to be used as custom handles for observable data, depending on the specific observables a module deals with.
LI(size, experiment, leak, tau_mem, tau_syn, …)	Layer of leaky integrator neurons
LIF(size, experiment, leak, reset, …)	Layer of leaky integrate-and-fire neurons.
LIFObservables	alias of types.Handle_current_membrane_cadc_membrane_madc_spikes
LIObservables	alias of types.Handle_current_membrane_cadc_membrane_madc
Morphology()	Represents the internal structure of a neuron.
NeuronExp(size, experiment, leak, reset, …)	Neuron layer with exponential Euler intergration scheme.
Population(size, experiment, …)	Base class for on-chip populations on BSS-2
ReadoutNeuronExp(size, experiment, leak, …)	Neuron layer with exponential Euler intergration scheme.
SingleCompartmentNeuron(size, …)	Neuron with a single iso-potential compartment.
SynapseHandle	alias of types.Handle_graded_spikes

Functions

hxtorch.spiking.modules.neuron.warn(message, category=None, stacklevel=1, source=None)

Issue a warning, or maybe ignore it or raise an exception.