Index

_

__call__() (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.CreateNeuron method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.QuantizedBasicBlockBuilder method) (qualia_plugin_snn.learningmodel.pytorch.SResNet.BasicBlockBuilder method) (qualia_plugin_snn.preprocessing.Group2TimeStepsBySample method) (qualia_plugin_snn.preprocessing.Group2TimeStepsBySample.Group2TimeStepsBySample method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration.IntegrateEventsByFixedDuration method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber.IntegrateEventsByFixedFramesNumber method) (qualia_plugin_snn.preprocessing.Split2TimeSteps method) (qualia_plugin_snn.preprocessing.Split2TimeSteps.Split2TimeSteps method) __extract_neuron_params() (qualia_plugin_snn.learningmodel.pytorch.SNN.SNN method) __init__() (qualia_plugin_snn.datamodel.EventDataModel.EventDataModel method) (qualia_plugin_snn.dataset.EventDataset.EventDataset method) (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData.DatasetFromArray method) (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData.SpikingJellyTimeStepsInData.DatasetFromArray method) (qualia_plugin_snn.learningmodel.pytorch.layers.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.Add.Add method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers.QuantizedLinear method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedBatchNorm1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedConv1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedMaxPool1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedBatchNorm2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedConv2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedMaxPool2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.QuantizedAdd.QuantizedAdd method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSMLP method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSMLP.QuantizedSMLP method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.CreateNeuron method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.QuantizedBasicBlock method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.QuantizedBasicBlockBuilder method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.QuantizedSResNet method) (qualia_plugin_snn.learningmodel.pytorch.SCNN method) (qualia_plugin_snn.learningmodel.pytorch.SCNN.SCNN method) (qualia_plugin_snn.learningmodel.pytorch.SMLP method) (qualia_plugin_snn.learningmodel.pytorch.SMLP.SMLP method) (qualia_plugin_snn.learningmodel.pytorch.SNN.SNN method) (qualia_plugin_snn.learningmodel.pytorch.SResNet method) (qualia_plugin_snn.learningmodel.pytorch.SResNet.BasicBlock method) (qualia_plugin_snn.learningmodel.pytorch.SResNet.BasicBlockBuilder method) (qualia_plugin_snn.learningmodel.pytorch.SResNet.SResNet method) (qualia_plugin_snn.preprocessing.Group2TimeStepsBySample method) (qualia_plugin_snn.preprocessing.Group2TimeStepsBySample.Group2TimeStepsBySample method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration.IntegrateEventsByFixedDuration method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber.IntegrateEventsByFixedFramesNumber method) (qualia_plugin_snn.preprocessing.Split2TimeSteps method) (qualia_plugin_snn.preprocessing.Split2TimeSteps.Split2TimeSteps method)

__select_neuron() (qualia_plugin_snn.learningmodel.pytorch.SNN.SNN method)

A

Add (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.Add) allow_zero_length_dataloader_with_multiple_devices (qualia_plugin_snn.learningframework.SpikingJelly.SpikingJelly.TrainerModule attribute) apply() (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.SpikeFunctionSigmoid class method) apply_dataaugmentation() (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData.SpikingJellyTimeStepsInData.TrainerModule method) (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData.TrainerModule method)

ATIF (class in qualia_plugin_snn.learningmodel.pytorch.layers) (class in qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode) AvgPool (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d) (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d)

B

backward() (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.SpikeFunctionSigmoid static method) BasicBlock (class in qualia_plugin_snn.learningmodel.pytorch.SResNet)

BasicBlockBuilder (class in qualia_plugin_snn.learningmodel.pytorch.SResNet) BatchNorm (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d) (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d)

C

channels_first_to_channels_last() (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData static method) (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData.SpikingJellyTimeStepsInData static method) channels_last_to_channels_first() (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData static method) (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData.SpikingJellyTimeStepsInData static method)

Conv (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d) (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d) create_neuron() (qualia_plugin_snn.learningmodel.pytorch.SNN.SNN method) CreateNeuron (class in qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet)

E

EventData (class in qualia_plugin_snn.datamodel.EventDataModel) EventDataModel (class in qualia_plugin_snn.datamodel.EventDataModel) EventDataset (class in qualia_plugin_snn.dataset.EventDataset) EventDataSets (class in qualia_plugin_snn.datamodel.EventDataModel) expansion (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.QuantizedBasicBlock attribute) (qualia_plugin_snn.learningmodel.pytorch.SResNet.BasicBlock attribute) extra_repr() (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.Add.Add method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers.QuantizedLinear method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedBatchNorm1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedConv1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedMaxPool1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedBatchNorm2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedConv2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedMaxPool2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.QuantizedAdd.QuantizedAdd method)

F

forward() (qualia_plugin_snn.learningframework.SpikingJelly.SpikingJelly.TrainerModule method) (qualia_plugin_snn.learningframework.SpikingJelly.TrainerModule method) (qualia_plugin_snn.learningframework.SpikingJellyMultiStep.SpikingJellyMultiStep.TrainerModule method) (qualia_plugin_snn.learningframework.SpikingJellyMultiStep.TrainerModule method) (qualia_plugin_snn.learningframework.SpikingJellyMultiStepTimeStepsInData.SpikingJellyMultiStepTimeStepsInData.TrainerModule method) (qualia_plugin_snn.learningframework.SpikingJellyMultiStepTimeStepsInData.TrainerModule method) (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData.SpikingJellyTimeStepsInData.TrainerModule method) (qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData.TrainerModule method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.SpikeFunctionSigmoid static method) (qualia_plugin_snn.learningmodel.pytorch.layers.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.Add.Add method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers.QuantizedLinear method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedBatchNorm1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedConv1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d.QuantizedMaxPool1d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedBatchNorm2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedConv2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d.QuantizedMaxPool2d method) (qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.QuantizedAdd.QuantizedAdd method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSMLP method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSMLP.QuantizedSMLP method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.QuantizedBasicBlock method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet.QuantizedSResNet method) (qualia_plugin_snn.learningmodel.pytorch.SCNN method) (qualia_plugin_snn.learningmodel.pytorch.SCNN.SCNN method) (qualia_plugin_snn.learningmodel.pytorch.SMLP method) (qualia_plugin_snn.learningmodel.pytorch.SMLP.SMLP method) (qualia_plugin_snn.learningmodel.pytorch.SResNet method) (qualia_plugin_snn.learningmodel.pytorch.SResNet.BasicBlock method) (qualia_plugin_snn.learningmodel.pytorch.SResNet.SResNet method)

G

get_coeffs() (qualia_plugin_snn.learningmodel.pytorch.layers.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedATIF method)

get_hyperparams_tensor() (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode method) Group2TimeStepsBySample (class in qualia_plugin_snn.preprocessing) (class in qualia_plugin_snn.preprocessing.Group2TimeStepsBySample)

H

h (qualia_plugin_snn.datamodel.EventDataModel.EventDataModel attribute) (qualia_plugin_snn.dataset.EventDataset.EventDataset attribute)

heaviside() (in module qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode)

I

IFSRL (class in qualia_plugin_snn.learningmodel.pytorch.layers) (class in qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode) ifsrl_fn() (qualia_plugin_snn.learningmodel.pytorch.layers.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedATIF method) import_data() (qualia_plugin_snn.dataset.EventDataset.EventDataset method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration.IntegrateEventsByFixedDuration method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber method) (qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber.IntegrateEventsByFixedFramesNumber method)

import_sets() (qualia_plugin_snn.datamodel.EventDataModel.EventDataModel method) input_shape (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN attribute) (qualia_plugin_snn.learningmodel.pytorch.SCNN.SCNN attribute) IntegrateEventsByFixedDuration (class in qualia_plugin_snn.preprocessing) (class in qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration) IntegrateEventsByFixedFramesNumber (class in qualia_plugin_snn.preprocessing) (class in qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber) is_snn (qualia_plugin_snn.learningmodel.pytorch.SNN.SNN attribute)

L

layers (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN attribute) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN attribute) (qualia_plugin_snn.learningmodel.pytorch.SCNN attribute) (qualia_plugin_snn.learningmodel.pytorch.SCNN.SCNN attribute)

learningmodels (qualia_plugin_snn.learningframework.SpikingJelly attribute) (qualia_plugin_snn.learningframework.SpikingJelly.SpikingJelly attribute)

M

MaxPool (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d) (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d) model (qualia_plugin_snn.learningframework.SpikingJelly.SpikingJelly.TrainerModule attribute) (qualia_plugin_snn.learningframework.SpikingJelly.TrainerModule attribute) module qualia_plugin_snn, [1] qualia_plugin_snn.datamodel qualia_plugin_snn.datamodel.EventDataModel qualia_plugin_snn.dataset.EventDataset qualia_plugin_snn.deployment qualia_plugin_snn.learningframework qualia_plugin_snn.learningframework.SpikingJelly qualia_plugin_snn.learningframework.SpikingJellyMultiStep qualia_plugin_snn.learningframework.SpikingJellyMultiStepTimeStepsInData qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData qualia_plugin_snn.learningmodel qualia_plugin_snn.learningmodel.pytorch qualia_plugin_snn.learningmodel.pytorch.layers qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.Add qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.QuantizedAdd qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN qualia_plugin_snn.learningmodel.pytorch.QuantizedSMLP qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet qualia_plugin_snn.learningmodel.pytorch.SCNN qualia_plugin_snn.learningmodel.pytorch.SMLP qualia_plugin_snn.learningmodel.pytorch.SNN qualia_plugin_snn.learningmodel.pytorch.SResNet qualia_plugin_snn.preprocessing qualia_plugin_snn.preprocessing.Group2TimeStepsBySample qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber qualia_plugin_snn.preprocessing.Split2TimeSteps

multi_step_forward() (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode method)

N

neuronal_charge() (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode method)

O

output_shape (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN attribute) (qualia_plugin_snn.learningmodel.pytorch.SCNN.SCNN attribute)

P

prepare_data_per_node (qualia_plugin_snn.learningframework.SpikingJelly.SpikingJelly.TrainerModule attribute)

Q

qualia_plugin_snn module, [1] qualia_plugin_snn.datamodel module qualia_plugin_snn.datamodel.EventDataModel module qualia_plugin_snn.dataset.EventDataset module qualia_plugin_snn.deployment module qualia_plugin_snn.learningframework module qualia_plugin_snn.learningframework.SpikingJelly module qualia_plugin_snn.learningframework.SpikingJellyMultiStep module qualia_plugin_snn.learningframework.SpikingJellyMultiStepTimeStepsInData module qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData module qualia_plugin_snn.learningmodel module qualia_plugin_snn.learningmodel.pytorch module qualia_plugin_snn.learningmodel.pytorch.layers module qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode module qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.Add module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.QuantizedAdd module qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN module

qualia_plugin_snn.learningmodel.pytorch.QuantizedSMLP module qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet module qualia_plugin_snn.learningmodel.pytorch.SCNN module qualia_plugin_snn.learningmodel.pytorch.SMLP module qualia_plugin_snn.learningmodel.pytorch.SNN module qualia_plugin_snn.learningmodel.pytorch.SResNet module qualia_plugin_snn.preprocessing module qualia_plugin_snn.preprocessing.Group2TimeStepsBySample module qualia_plugin_snn.preprocessing.IntegrateEventsByFixedDuration module qualia_plugin_snn.preprocessing.IntegrateEventsByFixedFramesNumber module qualia_plugin_snn.preprocessing.Split2TimeSteps module quantize_v_and_hyperparams() (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode method) QuantizedAdd (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.QuantizedAdd) QuantizedATIF (class in qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers) QuantizedBasicBlock (class in qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet) QuantizedBasicBlockBuilder (class in qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet) QuantizedBatchNorm (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d) (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d) QuantizedBatchNorm1d (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d) QuantizedBatchNorm2d (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d) QuantizedConv (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d) (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d) QuantizedConv1d (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d) QuantizedConv2d (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d) QuantizedIFNode (class in qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers) QuantizedLIFNode (class in qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers) QuantizedLinear (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers) QuantizedMaxPool (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d) (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d) QuantizedMaxPool1d (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers1d) QuantizedMaxPool2d (class in qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.quantized_layers2d) QuantizedSCNN (class in qualia_plugin_snn.learningmodel.pytorch) (class in qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN) QuantizedSMLP (class in qualia_plugin_snn.learningmodel.pytorch) (class in qualia_plugin_snn.learningmodel.pytorch.QuantizedSMLP) QuantizedSResNet (class in qualia_plugin_snn.learningmodel.pytorch) (class in qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet)

R

reciprocal_tau (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode property)

reset() (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.IFSRL method)

S

SCNN (class in qualia_plugin_snn.learningmodel.pytorch) (class in qualia_plugin_snn.learningmodel.pytorch.SCNN) set_coeffs() (qualia_plugin_snn.learningmodel.pytorch.layers.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.IFSRL method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedATIF method) sets (qualia_plugin_snn.datamodel.EventDataModel.EventDataModel attribute) single_step_forward() (qualia_plugin_snn.learningmodel.pytorch.layers.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.ATIF method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode method) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode method) SMLP (class in qualia_plugin_snn.learningmodel.pytorch) (class in qualia_plugin_snn.learningmodel.pytorch.SMLP) SNN (class in qualia_plugin_snn.learningmodel.pytorch.SNN) SpikeFunctionSigmoid (class in qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode) SpikingJelly (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJelly) SpikingJelly.TrainerModule (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJelly) SpikingJellyMultiStep (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJellyMultiStep)

SpikingJellyMultiStep.TrainerModule (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJellyMultiStep) SpikingJellyMultiStepTimeStepsInData (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJellyMultiStepTimeStepsInData) SpikingJellyMultiStepTimeStepsInData.TrainerModule (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJellyMultiStepTimeStepsInData) SpikingJellyTimeStepsInData (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData) SpikingJellyTimeStepsInData.DatasetFromArray (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData) SpikingJellyTimeStepsInData.TrainerModule (class in qualia_plugin_snn.learningframework) (class in qualia_plugin_snn.learningframework.SpikingJellyTimeStepsInData) Split2TimeSteps (class in qualia_plugin_snn.preprocessing) (class in qualia_plugin_snn.preprocessing.Split2TimeSteps) SResNet (class in qualia_plugin_snn.learningmodel.pytorch) (class in qualia_plugin_snn.learningmodel.pytorch.SResNet) supported_backends (qualia_plugin_snn.learningmodel.pytorch.layers.ATIF property) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.ATIF property) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode property) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode property)

T

tau (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode attribute) timesteps (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN attribute) (qualia_plugin_snn.learningmodel.pytorch.SCNN.SCNN attribute) (qualia_plugin_snn.learningmodel.pytorch.SNN.SNN attribute) trace_model() (qualia_plugin_snn.learningframework.SpikingJelly method) (qualia_plugin_snn.learningframework.SpikingJelly.SpikingJelly method)

training (qualia_plugin_snn.learningframework.SpikingJelly.SpikingJelly.TrainerModule attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.ATIF attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.IFSRL attribute) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN attribute) (qualia_plugin_snn.learningmodel.pytorch.SCNN.SCNN attribute)

V

v (qualia_plugin_snn.learningmodel.pytorch.layers.ATIF attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.ATIF attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.IFSRL attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.IFSRL attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode attribute)

v_reset (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode attribute) v_threshold (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode attribute) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode attribute)

W

w (qualia_plugin_snn.datamodel.EventDataModel.EventDataModel attribute) (qualia_plugin_snn.dataset.EventDataset.EventDataset attribute) weights_q (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedATIF property) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode property) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode property)

weights_round_mode (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedATIF property) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedIFNode property) (qualia_plugin_snn.learningmodel.pytorch.layers.quantized_SNN_layers.QuantizedLIFNode property)

X

x (qualia_plugin_snn.datamodel.EventDataModel.EventData attribute)