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Norse v0.0.7

  • Getting started

First steps

  • 1. Installing Norse
  • 2. Quickstart
  • 3. Working with Norse

Usage docs

  • 4. Introduction to spiking systems
  • 5. Running Tasks
  • 6. Hardware acceleration
  • 7. Papers citing Norse
  • 8. About Norse

Development docs

  • 9. Development Documentation

Python API

  • norse.torch
    • Lift
    • SequentialState
    • RegularizationCell
    • ConstantCurrentLIFEncoder
    • PoissonEncoder
    • PoissonEncoderStep
    • PopulationEncoder
    • SignedPoissonEncoder
    • SpikeLatencyEncoder
    • SpikeLatencyLIFEncoder
    • LConv2d
    • IAFFeedForwardState
    • IAFParameters
    • IAFCell
    • IzhikevichState
    • IzhikevichSpikingBehavior
    • Izhikevich
    • IzhikevichCell
    • IzhikevichRecurrent
    • IzhikevichRecurrentCell
    • LIState
    • LIParameters
    • LI
    • LICell
    • LILinearCell
    • LIFParameters
    • LIFState
    • LIF
    • LIFCell
    • LIFRecurrent
    • LIFRecurrentCell
    • LIFBoxFeedForwardState
    • LIFBoxParameters
    • LIFBoxCell
    • CobaLIFCell
    • LIFAdEx
    • LIFAdExCell
    • LIFAdExRecurrent
    • LIFAdExRecurrentCell
    • LIFEx
    • LIFExCell
    • LIFExRecurrent
    • LIFExRecurrentCell
    • LIFMCRecurrentCell
    • LIFMCRefracRecurrentCell
    • LIFRefracCell
    • LIFRefracRecurrentCell
    • LSNN
    • LSNNCell
    • LSNNRecurrent
    • LSNNRecurrentCell
  • 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
    • IAFParameters
    • IAFFeedForwardState
    • norse.torch.functional.iaf.iaf_feed_forward_step
    • IzhikevichParameters
    • 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
    • LIParameters
    • LIState
    • norse.torch.functional.leaky_integrator.li_feed_forward_step
    • LIFParameters
    • 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
    • LIFBoxFeedForwardState
    • LIFBoxParameters
    • norse.torch.functional.lif_box.lif_box_feed_forward_step
    • CobaLIFParameters
    • CobaLIFFeedForwardState
    • norse.torch.functional.coba_lif.coba_lif_feed_forward_step
    • LIFAdExParameters
    • LIFAdExFeedForwardState
    • norse.torch.functional.lif_adex.lif_adex_feed_forward_step
    • norse.torch.functional.lif_adex.lif_adex_current_encoder
    • LIFExParameters
    • 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
    • LIFRefracParameters
    • LIFRefracFeedForwardState
    • norse.torch.functional.lif_refrac_feed_forward_step
    • norse.torch.functional.lif_refrac_feed_forward_adjoint_step
    • LSNNParameters
    • LSNNFeedForwardState
    • norse.torch.functional.lsnn_feed_forward_step
    • norse.torch.functional.lsnn_feed_forward_adjoint_step
    • STDPSensorParameters
    • STDPSensorState
    • norse.torch.functional.stdp_sensor_step
    • TsodyksMakramParameters
    • 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.dataset
        • norse.dataset.memory
      • norse.task
        • norse.task.correlation_experiment
        • norse.task.mnist
      • norse.torch
        • norse.torch.functional
        • norse.torch.models
        • norse.torch.module
        • norse.torch.utils
      • norse.utils
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norse.torch.module.test

norse.torch.module.testΒΆ

Modules

norse.torch.module.test.test_coba

norse.torch.module.test.test_conv

norse.torch.module.test.test_encode

Test for the stateful encoder module

norse.torch.module.test.test_exp_filter

norse.torch.module.test.test_iaf

norse.torch.module.test.test_leaky_integrator

norse.torch.module.test.test_lif

norse.torch.module.test.test_lif_adex

norse.torch.module.test.test_lif_box

norse.torch.module.test.test_lif_correlation

norse.torch.module.test.test_lif_ex

norse.torch.module.test.test_lif_mc

norse.torch.module.test.test_lif_mc_refrac

norse.torch.module.test.test_lif_refrac

norse.torch.module.test.test_lift

norse.torch.module.test.test_lsnn

norse.torch.module.test.test_regularization

norse.torch.module.test.test_snn

norse.torch.module.test.test_spikes_to_times_decoder

norse.torch.module.test.test_training

Tests that the training of Norse modules stays intact, for instance that gradients are properly propagated

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norse.torch.module.spikes_to_times_decoder

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