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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. Papers citing Norse
9. About Norse
Development docs
10. Development Documentation
Python API
norse.torch
norse.torch.module.Lift
norse.torch.module.SequentialState
norse.torch.module.RegularizationCell
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.constant_current_lif_encode
norse.torch.functional.gaussian_rbf
norse.torch.functional.euclidean_distance
norse.torch.functional.population_encode
norse.torch.functional.poisson_encode
norse.torch.functional.poisson_encode_step
norse.torch.functional.signed_poisson_encode
norse.torch.functional.signed_poisson_encode_step
norse.torch.functional.spike_latency_lif_encode
norse.torch.functional.spike_latency_encode
norse.torch.functional.lif_current_encoder
norse.torch.functional.lif_adex_current_encoder
norse.torch.functional.lif_ex_current_encoder
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.heavi_erfc_fn
norse.torch.functional.heavi_tanh_fn
norse.torch.functional.logistic_fn
norse.torch.functional.heavi_circ_fn
norse.torch.functional.circ_dist_fn
norse.torch.functional.triangle_fn
norse.torch.functional.super_fn
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.LIFParameters
norse.torch.functional.LIFFeedForwardState
norse.torch.functional.lif_feed_forward_step
norse.torch.functional.lif_feed_forward_adjoint_step
norse.torch.functional.lif_feed_forward_adjoint_step_sparse
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.lif_mc_feed_forward_step
norse.torch.functional.lif_mc_refrac_feed_forward_step
norse.torch.functional.LIFRefracParameters
norse.torch.functional.LIFRefracFeedForwardState
norse.torch.functional.lif_refrac_feed_forward_step
norse.torch.functional.lif_refrac_feed_forward_adjoint_step
norse.torch.functional.LSNNParameters
norse.torch.functional.LSNNFeedForwardState
norse.torch.functional.lsnn_feed_forward_step
norse.torch.functional.lsnn_feed_forward_adjoint_step
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
norse.torch.functional.STDPSensorParameters
norse.torch.functional.STDPSensorState
norse.torch.functional.stdp_sensor_step
norse.torch.functional.TsodyksMakramParameters
norse.torch.functional.TsodyksMakramState
norse.torch.functional.stp_step
norse.torch.utils
norse.torch.utils.plot.plot_heatmap_2d
norse.torch.utils.plot.plot_heatmap_3d
norse.torch.utils.plot.plot_histogram_2d
norse.torch.utils.plot.plot_izhikevich
norse.torch.utils.plot.plot_neuron_states
norse.torch.utils.plot.plot_scatter_3d
norse.torch.utils.plot.plot_spikes_2d
norse.torch.utils.tensorboard.hook_spike_activity_mean
norse.torch.utils.tensorboard.hook_spike_activity_sum
norse.torch.utils.tensorboard.hook_spike_histogram_mean
norse.torch.utils.tensorboard.hook_spike_histogram_sum
norse.torch.utils.tensorboard.hook_spike_image
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.cifar10
norse.task.correlation_experiment
norse.task.memory
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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.rst
.pdf
norse.utils
norse.utils
#
Utility module for Norse.
