MembraneSubtract

class sinabs.activation.MembraneSubtract(subtract_value: Optional[float] = None)

Subtract the spiking threshold from the membrane potential for every neuron that spiked.

Parameters

subtract_value – optional value that will be subtraced from v_mem if it spiked. Defaults to spiking threshold if None.

Example

>>> activation_fn = sinabs.activation.ActivationFunction(
>>>                     reset_fn=MembraneSubtract(subtract_value=None)
>>>                     )
>>> layer = sinabs.layers.LIF(activation_fn=activation_fn, ...)

__call__(spikes, state, threshold)

Call self as a function.

__eq__(other)

Return self==value.

__hash__ = None

__init__(subtract_value: Optional[float] = None) → None

__repr__()

Return repr(self).

__weakref__

list of weak references to the object (if defined)