Index

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__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.Split2TimeSteps method) (qualia_plugin_snn.preprocessing.Split2TimeSteps.Split2TimeSteps method) __extract_neuron_params() (qualia_plugin_snn.learningmodel.pytorch.SNN.SNN method) __init__() (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.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.QuantizedSCNN method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN 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.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.Split2TimeSteps method) (qualia_plugin_snn.preprocessing.Split2TimeSteps.Split2TimeSteps method)

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

A

apply() (qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode.SpikeFunctionSigmoid class 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

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

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.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)

F

forward() (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.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.QuantizedSCNN method) (qualia_plugin_snn.learningmodel.pytorch.QuantizedSCNN.QuantizedSCNN 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.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)

H

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)

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

M

MaxPool (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers1d) (in module qualia_plugin_snn.learningmodel.pytorch.layers.spikingjelly.layers2d) module qualia_plugin_snn, [1] qualia_plugin_snn.deployment 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.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.QuantizedSCNN qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet qualia_plugin_snn.learningmodel.pytorch.SCNN qualia_plugin_snn.learningmodel.pytorch.SNN qualia_plugin_snn.learningmodel.pytorch.SResNet qualia_plugin_snn.preprocessing 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)

Q

qualia_plugin_snn module, [1] qualia_plugin_snn.deployment 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.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.QuantizedSCNN module qualia_plugin_snn.learningmodel.pytorch.QuantizedSResNet module qualia_plugin_snn.learningmodel.pytorch.SCNN module

qualia_plugin_snn.learningmodel.pytorch.SNN module qualia_plugin_snn.learningmodel.pytorch.SResNet module qualia_plugin_snn.preprocessing 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) 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) 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) 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)

SNN (class in qualia_plugin_snn.learningmodel.pytorch.SNN) SpikeFunctionSigmoid (class in qualia_plugin_snn.learningmodel.pytorch.layers.CustomNode) 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)

training (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

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)