norse.torch.module.leaky_integrator
norse.torch.module.leaky_integrator#
Leaky integrators describe a leaky neuron membrane that integrates incoming currents over time, but never spikes. In other words, the neuron adds up incoming input current, while leaking out some of it in every timestep.
See norse.torch.functional.leaky_integrator
for more information.
Classes
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A neuron layer that wraps a leaky-integrator |
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Cell for a leaky-integrator without recurrence. |
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Cell for a leaky-integrator with an additional linear weighting. |