Index

_

__init__() (norse.torch.functional.coba_lif.CobaLIFFeedForwardState method) (norse.torch.functional.coba_lif.CobaLIFParameters method) (norse.torch.functional.iaf.IAFFeedForwardState method) (norse.torch.functional.iaf.IAFParameters method) (norse.torch.functional.izhikevich.IzhikevichParameters method) (norse.torch.functional.izhikevich.IzhikevichSpikingBehavior method) (norse.torch.functional.leaky_integrator.LIParameters method) (norse.torch.functional.leaky_integrator.LIState method) (norse.torch.functional.lif_adex.LIFAdExFeedForwardState method) (norse.torch.functional.lif_adex.LIFAdExParameters method) (norse.torch.functional.lif_box.LIFBoxFeedForwardState method) (norse.torch.functional.lif_box.LIFBoxParameters method) (norse.torch.functional.lif_ex.LIFExFeedForwardState method) (norse.torch.functional.lif_ex.LIFExParameters method) (norse.torch.module.coba_lif.CobaLIFCell method) (norse.torch.module.conv.LConv2d method) (norse.torch.module.encode.ConstantCurrentLIFEncoder method) (norse.torch.module.encode.PoissonEncoder method) (norse.torch.module.encode.PoissonEncoderStep method) (norse.torch.module.encode.PopulationEncoder method) (norse.torch.module.encode.SignedPoissonEncoder method) (norse.torch.module.encode.SpikeLatencyEncoder method) (norse.torch.module.encode.SpikeLatencyLIFEncoder method) (norse.torch.module.iaf.IAFCell method) (norse.torch.module.iaf.IAFFeedForwardState method) (norse.torch.module.iaf.IAFParameters method) (norse.torch.module.izhikevich.Izhikevich method) (norse.torch.module.izhikevich.IzhikevichCell method) (norse.torch.module.izhikevich.IzhikevichRecurrent method) (norse.torch.module.izhikevich.IzhikevichRecurrentCell method) (norse.torch.module.izhikevich.IzhikevichSpikingBehavior method) (norse.torch.module.izhikevich.IzhikevichState method) (norse.torch.module.leaky_integrator.LI method) (norse.torch.module.leaky_integrator.LICell method) (norse.torch.module.leaky_integrator.LILinearCell method) (norse.torch.module.leaky_integrator.LIParameters method) (norse.torch.module.leaky_integrator.LIState method) (norse.torch.module.lif.LIF method) (norse.torch.module.lif.LIFCell method) (norse.torch.module.lif.LIFParameters method) (norse.torch.module.lif.LIFRecurrent method) (norse.torch.module.lif.LIFRecurrentCell method) (norse.torch.module.lif.LIFState method) (norse.torch.module.lif_adex.LIFAdEx method) (norse.torch.module.lif_adex.LIFAdExCell method) (norse.torch.module.lif_adex.LIFAdExRecurrent method) (norse.torch.module.lif_adex.LIFAdExRecurrentCell method) (norse.torch.module.lif_box.LIFBoxCell method) (norse.torch.module.lif_box.LIFBoxFeedForwardState method) (norse.torch.module.lif_box.LIFBoxParameters method) (norse.torch.module.lif_ex.LIFEx method) (norse.torch.module.lif_ex.LIFExCell method) (norse.torch.module.lif_ex.LIFExRecurrent method) (norse.torch.module.lif_ex.LIFExRecurrentCell method) (norse.torch.module.lif_mc.LIFMCRecurrentCell method) (norse.torch.module.lif_mc_refrac.LIFMCRefracRecurrentCell method) (norse.torch.module.lif_refrac.LIFRefracCell method) (norse.torch.module.lif_refrac.LIFRefracRecurrentCell method) (norse.torch.module.lsnn.LSNN method) (norse.torch.module.lsnn.LSNNCell method) (norse.torch.module.lsnn.LSNNRecurrent method) (norse.torch.module.lsnn.LSNNRecurrentCell method) (norse.torch.module.receptive_field.SpatialReceptiveField2d method) (norse.torch.module.receptive_field.TemporalReceptiveField method)

A

accomodation (in module norse.torch.functional.izhikevich)

B

bistability (in module norse.torch.functional.izhikevich)

C

class_1_exc (in module norse.torch.functional.izhikevich) class_2_exc (in module norse.torch.functional.izhikevich) coba_lif_feed_forward_step() (in module norse.torch.functional.coba_lif)

CobaLIFCell (class in norse.torch.module.coba_lif) CobaLIFFeedForwardState (class in norse.torch.functional.coba_lif) CobaLIFParameters (class in norse.torch.functional.coba_lif) ConstantCurrentLIFEncoder (class in norse.torch.module.encode)

D

dap (in module norse.torch.functional.izhikevich)

G

gaussian_kernel() (in module norse.torch.functional.receptive_field)

I

iaf_feed_forward_step() (in module norse.torch.functional.iaf) IAFCell (class in norse.torch.module.iaf) IAFFeedForwardState (class in norse.torch.functional.iaf) (class in norse.torch.module.iaf) IAFParameters (class in norse.torch.functional.iaf) (class in norse.torch.module.iaf) inhibition_induced_bursting (in module norse.torch.functional.izhikevich) inhibition_induced_spiking (in module norse.torch.functional.izhikevich) integrator (in module norse.torch.functional.izhikevich)

Izhikevich (class in norse.torch.module.izhikevich) izhikevich_feed_forward_step() (in module norse.torch.functional.izhikevich) IzhikevichCell (class in norse.torch.module.izhikevich) IzhikevichParameters (class in norse.torch.functional.izhikevich) IzhikevichRecurrent (class in norse.torch.module.izhikevich) IzhikevichRecurrentCell (class in norse.torch.module.izhikevich) IzhikevichSpikingBehavior (class in norse.torch.functional.izhikevich) (class in norse.torch.module.izhikevich) IzhikevichState (class in norse.torch.module.izhikevich)

L

LConv2d (class in norse.torch.module.conv) LI (class in norse.torch.module.leaky_integrator) li_feed_forward_step() (in module norse.torch.functional.leaky_integrator) LICell (class in norse.torch.module.leaky_integrator) LIF (class in norse.torch.module.lif) lif_adex_current_encoder() (in module norse.torch.functional.lif_adex) lif_adex_feed_forward_step() (in module norse.torch.functional.lif_adex) lif_box_feed_forward_step() (in module norse.torch.functional.lif_box) lif_ex_current_encoder() (in module norse.torch.functional.lif_ex) lif_ex_feed_forward_step() (in module norse.torch.functional.lif_ex) LIFAdEx (class in norse.torch.module.lif_adex) LIFAdExCell (class in norse.torch.module.lif_adex) LIFAdExFeedForwardState (class in norse.torch.functional.lif_adex) LIFAdExParameters (class in norse.torch.functional.lif_adex) LIFAdExRecurrent (class in norse.torch.module.lif_adex) LIFAdExRecurrentCell (class in norse.torch.module.lif_adex) LIFBoxCell (class in norse.torch.module.lif_box) LIFBoxFeedForwardState (class in norse.torch.functional.lif_box) (class in norse.torch.module.lif_box) LIFBoxParameters (class in norse.torch.functional.lif_box) (class in norse.torch.module.lif_box) LIFCell (class in norse.torch.module.lif) LIFEx (class in norse.torch.module.lif_ex) LIFExCell (class in norse.torch.module.lif_ex)

LIFExFeedForwardState (class in norse.torch.functional.lif_ex) LIFExParameters (class in norse.torch.functional.lif_ex) LIFExRecurrent (class in norse.torch.module.lif_ex) LIFExRecurrentCell (class in norse.torch.module.lif_ex) LIFMCRecurrentCell (class in norse.torch.module.lif_mc) LIFMCRefracRecurrentCell (class in norse.torch.module.lif_mc_refrac) LIFParameters (class in norse.torch.module.lif) LIFRecurrent (class in norse.torch.module.lif) LIFRecurrentCell (class in norse.torch.module.lif) LIFRefracCell (class in norse.torch.module.lif_refrac) LIFRefracRecurrentCell (class in norse.torch.module.lif_refrac) LIFState (class in norse.torch.module.lif) LILinearCell (class in norse.torch.module.leaky_integrator) LIParameters (class in norse.torch.functional.leaky_integrator) (class in norse.torch.module.leaky_integrator) LIState (class in norse.torch.functional.leaky_integrator) (class in norse.torch.module.leaky_integrator) logical_and() (in module norse.torch.functional.logical) logical_or() (in module norse.torch.functional.logical) logical_xor() (in module norse.torch.functional.logical) LSNN (class in norse.torch.module.lsnn) LSNNCell (class in norse.torch.module.lsnn) LSNNRecurrent (class in norse.torch.module.lsnn) LSNNRecurrentCell (class in norse.torch.module.lsnn)

M

mixed_mode (in module norse.torch.functional.izhikevich) module 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, [1], [2], [3], [4], [5], [6], [7], [8], [9] norse.torch.functional.adjoint norse.torch.functional.adjoint.lif_adjoint norse.torch.functional.adjoint.lif_mc_adjoint norse.torch.functional.adjoint.lif_mc_refrac_adjoint norse.torch.functional.adjoint.lif_refrac_adjoint norse.torch.functional.adjoint.lsnn_adjoint norse.torch.functional.adjoint.test norse.torch.functional.adjoint.test.test_lif_adjoint norse.torch.functional.adjoint.test.test_lif_refrac_adjoint norse.torch.functional.adjoint.test.test_lsnn_adjoint norse.torch.functional.coba_lif, [1] norse.torch.functional.correlation_sensor norse.torch.functional.decode norse.torch.functional.encode norse.torch.functional.filter norse.torch.functional.heaviside, [1] norse.torch.functional.iaf, [1] norse.torch.functional.izhikevich, [1] norse.torch.functional.leaky_integrator, [1] norse.torch.functional.leaky_integrator_box norse.torch.functional.lif norse.torch.functional.lif_adex, [1] norse.torch.functional.lif_adex_refrac norse.torch.functional.lif_box, [1] norse.torch.functional.lif_correlation norse.torch.functional.lif_ex, [1] norse.torch.functional.lif_mc norse.torch.functional.lif_mc_refrac norse.torch.functional.lif_refrac norse.torch.functional.lift, [1] norse.torch.functional.logical, [1] norse.torch.functional.lsnn norse.torch.functional.receptive_field, [1] norse.torch.functional.regularization, [1] norse.torch.functional.reset norse.torch.functional.spikes_to_times_decoder norse.torch.functional.stdp norse.torch.functional.stdp_sensor norse.torch.functional.superspike norse.torch.functional.test norse.torch.functional.test.test_coba_lif norse.torch.functional.test.test_decode norse.torch.functional.test.test_encode norse.torch.functional.test.test_exp_filter norse.torch.functional.test.test_heaviside norse.torch.functional.test.test_iaf norse.torch.functional.test.test_izhikevich norse.torch.functional.test.test_leaky_integrator norse.torch.functional.test.test_leaky_integrator_box norse.torch.functional.test.test_lif norse.torch.functional.test.test_lif_adex norse.torch.functional.test.test_lif_adex_refrac norse.torch.functional.test.test_lif_box norse.torch.functional.test.test_lif_ex norse.torch.functional.test.test_lif_mc norse.torch.functional.test.test_lif_mc_refrac norse.torch.functional.test.test_lif_refrac norse.torch.functional.test.test_lift norse.torch.functional.test.test_logical norse.torch.functional.test.test_lsnn norse.torch.functional.test.test_receptive_field norse.torch.functional.test.test_regularization norse.torch.functional.test.test_spikes_to_times_decoder norse.torch.functional.test.test_stdp norse.torch.functional.test.test_stdp_sensor norse.torch.functional.test.test_superspike norse.torch.functional.test.test_threshold norse.torch.functional.test.test_tsodyks_makram norse.torch.functional.threshold norse.torch.functional.tsodyks_makram norse.torch.models norse.torch.models.conv norse.torch.models.mobilenet norse.torch.models.test norse.torch.models.test.test_conv norse.torch.models.test.test_mobilenet norse.torch.models.test.test_vgg norse.torch.models.vgg norse.torch.module, [1] norse.torch.module.coba_lif, [1] norse.torch.module.conv, [1] norse.torch.module.encode, [1] norse.torch.module.exp_filter norse.torch.module.iaf, [1] norse.torch.module.izhikevich, [1] norse.torch.module.leaky_integrator, [1] norse.torch.module.leaky_integrator_box norse.torch.module.lif, [1] norse.torch.module.lif_adex, [1] norse.torch.module.lif_adex_refrac norse.torch.module.lif_box, [1] norse.torch.module.lif_correlation norse.torch.module.lif_ex, [1] norse.torch.module.lif_mc, [1] norse.torch.module.lif_mc_refrac, [1] norse.torch.module.lif_refrac, [1] norse.torch.module.lift norse.torch.module.lsnn, [1] norse.torch.module.receptive_field, [1] norse.torch.module.regularization norse.torch.module.sequential norse.torch.module.snn norse.torch.module.spikes_to_times_decoder norse.torch.module.test norse.torch.module.test.test_coba norse.torch.module.test.test_conv norse.torch.module.test.test_encode norse.torch.module.test.test_exp_filter norse.torch.module.test.test_iaf norse.torch.module.test.test_izhikevich norse.torch.module.test.test_leaky_integrator norse.torch.module.test.test_leaky_integrator_box norse.torch.module.test.test_lif norse.torch.module.test.test_lif_adex norse.torch.module.test.test_lif_adex_refrac 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_receptive_field norse.torch.module.test.test_regularization norse.torch.module.test.test_sequential norse.torch.module.test.test_snn norse.torch.module.test.test_spikes_to_times_decoder norse.torch.module.test.test_training norse.torch.utils norse.torch.utils.clone norse.torch.utils.export_nir norse.torch.utils.import_nir norse.torch.utils.plot norse.torch.utils.plot.plot norse.torch.utils.pytree norse.torch.utils.state norse.torch.utils.tensorboard norse.torch.utils.tensorboard.tensorboard norse.torch.utils.test norse.torch.utils.test.test_nir_export norse.torch.utils.test.test_nir_import norse.torch.utils.test.test_tensorboard norse.utils

muller_c() (in module norse.torch.functional.logical)

N

norse module norse.benchmark module norse.benchmark.benchmark module norse.benchmark.main module norse.benchmark.norse_lif module norse.benchmark.plot module norse.dataset module norse.dataset.memory module norse.dataset.spiking_heidelberg module norse.task module norse.task.correlation_experiment module norse.task.mnist module norse.task.mnist_pl module norse.torch module norse.torch.functional module, [1], [2], [3], [4], [5], [6], [7], [8], [9] norse.torch.functional.adjoint module norse.torch.functional.adjoint.lif_adjoint module norse.torch.functional.adjoint.lif_mc_adjoint module norse.torch.functional.adjoint.lif_mc_refrac_adjoint module norse.torch.functional.adjoint.lif_refrac_adjoint module norse.torch.functional.adjoint.lsnn_adjoint module norse.torch.functional.adjoint.test module norse.torch.functional.adjoint.test.test_lif_adjoint module norse.torch.functional.adjoint.test.test_lif_refrac_adjoint module norse.torch.functional.adjoint.test.test_lsnn_adjoint module norse.torch.functional.coba_lif module, [1] norse.torch.functional.correlation_sensor module norse.torch.functional.decode module norse.torch.functional.encode module norse.torch.functional.filter module norse.torch.functional.heaviside module, [1] norse.torch.functional.iaf module, [1] norse.torch.functional.izhikevich module, [1] norse.torch.functional.leaky_integrator module, [1] norse.torch.functional.leaky_integrator_box module norse.torch.functional.lif module norse.torch.functional.lif_adex module, [1] norse.torch.functional.lif_adex_refrac module norse.torch.functional.lif_box module, [1] norse.torch.functional.lif_correlation module norse.torch.functional.lif_ex module, [1] norse.torch.functional.lif_mc module norse.torch.functional.lif_mc_refrac module norse.torch.functional.lif_refrac module norse.torch.functional.lift module, [1] norse.torch.functional.logical module, [1] norse.torch.functional.lsnn module norse.torch.functional.receptive_field module, [1] norse.torch.functional.regularization module, [1] norse.torch.functional.reset module norse.torch.functional.spikes_to_times_decoder module norse.torch.functional.stdp module norse.torch.functional.stdp_sensor module norse.torch.functional.superspike module norse.torch.functional.test module norse.torch.functional.test.test_coba_lif module norse.torch.functional.test.test_decode module norse.torch.functional.test.test_encode module norse.torch.functional.test.test_exp_filter module norse.torch.functional.test.test_heaviside module norse.torch.functional.test.test_iaf module norse.torch.functional.test.test_izhikevich module norse.torch.functional.test.test_leaky_integrator module norse.torch.functional.test.test_leaky_integrator_box module norse.torch.functional.test.test_lif module norse.torch.functional.test.test_lif_adex module norse.torch.functional.test.test_lif_adex_refrac module norse.torch.functional.test.test_lif_box module norse.torch.functional.test.test_lif_ex module norse.torch.functional.test.test_lif_mc module norse.torch.functional.test.test_lif_mc_refrac module norse.torch.functional.test.test_lif_refrac module norse.torch.functional.test.test_lift module norse.torch.functional.test.test_logical module norse.torch.functional.test.test_lsnn module norse.torch.functional.test.test_receptive_field module norse.torch.functional.test.test_regularization module norse.torch.functional.test.test_spikes_to_times_decoder module norse.torch.functional.test.test_stdp module norse.torch.functional.test.test_stdp_sensor module

norse.torch.functional.test.test_superspike module norse.torch.functional.test.test_threshold module norse.torch.functional.test.test_tsodyks_makram module norse.torch.functional.threshold module norse.torch.functional.tsodyks_makram module norse.torch.models module norse.torch.models.conv module norse.torch.models.mobilenet module norse.torch.models.test module norse.torch.models.test.test_conv module norse.torch.models.test.test_mobilenet module norse.torch.models.test.test_vgg module norse.torch.models.vgg module norse.torch.module module, [1] norse.torch.module.coba_lif module, [1] norse.torch.module.conv module, [1] norse.torch.module.encode module, [1] norse.torch.module.exp_filter module norse.torch.module.iaf module, [1] norse.torch.module.izhikevich module, [1] norse.torch.module.leaky_integrator module, [1] norse.torch.module.leaky_integrator_box module norse.torch.module.lif module, [1] norse.torch.module.lif_adex module, [1] norse.torch.module.lif_adex_refrac module norse.torch.module.lif_box module, [1] norse.torch.module.lif_correlation module norse.torch.module.lif_ex module, [1] norse.torch.module.lif_mc module, [1] norse.torch.module.lif_mc_refrac module, [1] norse.torch.module.lif_refrac module, [1] norse.torch.module.lift module norse.torch.module.lsnn module, [1] norse.torch.module.receptive_field module, [1] norse.torch.module.regularization module norse.torch.module.sequential module norse.torch.module.snn module norse.torch.module.spikes_to_times_decoder module norse.torch.module.test module norse.torch.module.test.test_coba module norse.torch.module.test.test_conv module norse.torch.module.test.test_encode module norse.torch.module.test.test_exp_filter module norse.torch.module.test.test_iaf module norse.torch.module.test.test_izhikevich module norse.torch.module.test.test_leaky_integrator module norse.torch.module.test.test_leaky_integrator_box module norse.torch.module.test.test_lif module norse.torch.module.test.test_lif_adex module norse.torch.module.test.test_lif_adex_refrac module norse.torch.module.test.test_lif_box module norse.torch.module.test.test_lif_correlation module norse.torch.module.test.test_lif_ex module norse.torch.module.test.test_lif_mc module norse.torch.module.test.test_lif_mc_refrac module norse.torch.module.test.test_lif_refrac module norse.torch.module.test.test_lift module norse.torch.module.test.test_lsnn module norse.torch.module.test.test_receptive_field module norse.torch.module.test.test_regularization module norse.torch.module.test.test_sequential module norse.torch.module.test.test_snn module norse.torch.module.test.test_spikes_to_times_decoder module norse.torch.module.test.test_training module norse.torch.utils module norse.torch.utils.clone module norse.torch.utils.export_nir module norse.torch.utils.import_nir module norse.torch.utils.plot module norse.torch.utils.plot.plot module norse.torch.utils.pytree module norse.torch.utils.state module norse.torch.utils.tensorboard module norse.torch.utils.tensorboard.tensorboard module norse.torch.utils.test module norse.torch.utils.test.test_nir_export module norse.torch.utils.test.test_nir_import module norse.torch.utils.test.test_tensorboard module norse.utils module

P

phasic_bursting (in module norse.torch.functional.izhikevich) phasic_spiking (in module norse.torch.functional.izhikevich) PoissonEncoder (class in norse.torch.module.encode)

PoissonEncoderStep (class in norse.torch.module.encode) PopulationEncoder (class in norse.torch.module.encode) posedge_detector() (in module norse.torch.functional.logical)

R

rebound_burst (in module norse.torch.functional.izhikevich) rebound_spike (in module norse.torch.functional.izhikevich)

regularize_step() (in module norse.torch.functional.regularization) resonator (in module norse.torch.functional.izhikevich)

S

SignedPoissonEncoder (class in norse.torch.module.encode) spatial_receptive_field() (in module norse.torch.functional.receptive_field) spatial_receptive_fields_with_derivatives() (in module norse.torch.functional.receptive_field) SpatialReceptiveField2d (class in norse.torch.module.receptive_field) spike_accumulator() (in module norse.torch.functional.regularization)

spike_frequency_adaptation (in module norse.torch.functional.izhikevich) spike_latency (in module norse.torch.functional.izhikevich) SpikeLatencyEncoder (class in norse.torch.module.encode) SpikeLatencyLIFEncoder (class in norse.torch.module.encode) subthreshold_oscillation (in module norse.torch.functional.izhikevich)

T

temporal_scale_distribution() (in module norse.torch.functional.receptive_field) TemporalReceptiveField (class in norse.torch.module.receptive_field)

tonic_bursting (in module norse.torch.functional.izhikevich) tonic_spiking (in module norse.torch.functional.izhikevich)

V

voltage_accumulator() (in module norse.torch.functional.regularization)