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1. Getting started
First steps
1. Installing Norse
2. Quickstart
3. Working with Norse
Usage docs
4. Introduction to spiking systems
5. Running Tasks
6. Parameter learning in Spiking Neural Networks
7. Hardware acceleration
8. About Norse
Development docs
9. Development Documentation
Python API
norse.torch
norse.torch.module.conv.LConv2d
norse.torch.module.encode.ConstantCurrentLIFEncoder
norse.torch.module.encode.PoissonEncoder
norse.torch.module.encode.PoissonEncoderStep
norse.torch.module.encode.PopulationEncoder
norse.torch.module.encode.SignedPoissonEncoder
norse.torch.module.encode.SpikeLatencyEncoder
norse.torch.module.encode.SpikeLatencyLIFEncoder
norse.torch.module.iaf.IAFFeedForwardState
norse.torch.module.iaf.IAFParameters
norse.torch.module.iaf.IAFCell
norse.torch.module.izhikevich.IzhikevichState
norse.torch.module.izhikevich.IzhikevichSpikingBehavior
norse.torch.module.izhikevich.Izhikevich
norse.torch.module.izhikevich.IzhikevichCell
norse.torch.module.izhikevich.IzhikevichRecurrent
norse.torch.module.izhikevich.IzhikevichRecurrentCell
norse.torch.module.leaky_integrator.LIState
norse.torch.module.leaky_integrator.LIParameters
norse.torch.module.leaky_integrator.LI
norse.torch.module.leaky_integrator.LICell
norse.torch.module.leaky_integrator.LILinearCell
norse.torch.module.lif.LIFParameters
norse.torch.module.lif.LIFState
norse.torch.module.lif.LIF
norse.torch.module.lif.LIFCell
norse.torch.module.lif.LIFRecurrent
norse.torch.module.lif.LIFRecurrentCell
norse.torch.module.lif_box.LIFBoxFeedForwardState
norse.torch.module.lif_box.LIFBoxParameters
norse.torch.module.lif_box.LIFBoxCell
norse.torch.module.coba_lif.CobaLIFCell
norse.torch.module.lif_adex.LIFAdEx
norse.torch.module.lif_adex.LIFAdExCell
norse.torch.module.lif_adex.LIFAdExRecurrent
norse.torch.module.lif_adex.LIFAdExRecurrentCell
norse.torch.module.lif_ex.LIFEx
norse.torch.module.lif_ex.LIFExCell
norse.torch.module.lif_ex.LIFExRecurrent
norse.torch.module.lif_ex.LIFExRecurrentCell
norse.torch.module.lif_mc.LIFMCRecurrentCell
norse.torch.module.lif_mc_refrac.LIFMCRefracRecurrentCell
norse.torch.module.lif_refrac.LIFRefracCell
norse.torch.module.lif_refrac.LIFRefracRecurrentCell
norse.torch.module.lsnn.LSNN
norse.torch.module.lsnn.LSNNCell
norse.torch.module.lsnn.LSNNRecurrent
norse.torch.module.lsnn.LSNNRecurrentCell
norse.torch.module.receptive_field.SpatialReceptiveField2d
norse.torch.module.receptive_field.TemporalReceptiveField
norse.torch.functional
norse.torch.functional.logical.logical_and
norse.torch.functional.logical.logical_xor
norse.torch.functional.logical.logical_or
norse.torch.functional.logical.muller_c
norse.torch.functional.logical.posedge_detector
norse.torch.functional.regularization.regularize_step
norse.torch.functional.regularization.spike_accumulator
norse.torch.functional.regularization.voltage_accumulator
norse.torch.functional.heaviside
norse.torch.functional.lift
norse.torch.functional.iaf.IAFParameters
norse.torch.functional.iaf.IAFFeedForwardState
norse.torch.functional.iaf.iaf_feed_forward_step
norse.torch.functional.izhikevich.IzhikevichParameters
norse.torch.functional.izhikevich.IzhikevichSpikingBehavior
norse.torch.functional.izhikevich.tonic_spiking
norse.torch.functional.izhikevich.tonic_bursting
norse.torch.functional.izhikevich.phasic_spiking
norse.torch.functional.izhikevich.phasic_bursting
norse.torch.functional.izhikevich.mixed_mode
norse.torch.functional.izhikevich.spike_frequency_adaptation
norse.torch.functional.izhikevich.class_1_exc
norse.torch.functional.izhikevich.class_2_exc
norse.torch.functional.izhikevich.spike_latency
norse.torch.functional.izhikevich.subthreshold_oscillation
norse.torch.functional.izhikevich.resonator
norse.torch.functional.izhikevich.izhikevich_feed_forward_step
norse.torch.functional.leaky_integrator.LIParameters
norse.torch.functional.leaky_integrator.LIState
norse.torch.functional.leaky_integrator.li_feed_forward_step
norse.torch.functional.lif_box.LIFBoxFeedForwardState
norse.torch.functional.lif_box.LIFBoxParameters
norse.torch.functional.lif_box.lif_box_feed_forward_step
norse.torch.functional.coba_lif.CobaLIFParameters
norse.torch.functional.coba_lif.CobaLIFFeedForwardState
norse.torch.functional.coba_lif.coba_lif_feed_forward_step
norse.torch.functional.lif_adex.LIFAdExParameters
norse.torch.functional.lif_adex.LIFAdExFeedForwardState
norse.torch.functional.lif_adex.lif_adex_feed_forward_step
norse.torch.functional.lif_adex.lif_adex_current_encoder
norse.torch.functional.lif_ex.LIFExParameters
norse.torch.functional.lif_ex.LIFExFeedForwardState
norse.torch.functional.lif_ex.lif_ex_feed_forward_step
norse.torch.functional.lif_ex.lif_ex_current_encoder
norse.torch.functional.receptive_field.gaussian_kernel
norse.torch.functional.receptive_field.spatial_receptive_field
norse.torch.functional.receptive_field.spatial_receptive_fields_with_derivatives
norse.torch.functional.receptive_field.temporal_scale_distribution
Complete API
norse
norse.benchmark
norse.benchmark.benchmark
norse.benchmark.main
norse.benchmark.norse_lif
norse.benchmark.plot
norse.dataset
norse.dataset.memory
norse.dataset.spiking_heidelberg
norse.task
norse.task.correlation_experiment
norse.task.mnist
norse.task.mnist_pl
norse.torch
norse.torch.functional
norse.torch.models
norse.torch.module
norse.torch.utils
norse.utils
Repository
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norse.utils
norse.utils
#
Utility module for Norse.
