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surrogate.LSO() raises TypeError — wraps the wrong autograd Function

Status: Open.

#430 In jeshraghian/snntorch;

· tritsystem opened on Jul 6, 2026

snnTorch population-coded accuracy can mis-score close float64 predictions

Status: Open.

#429 In jeshraghian/snntorch;

· GraceDyer opened on Jun 12, 2026

snnTorch population-coded losses fail on default or float64 paths

Status: Open.

#428 In jeshraghian/snntorch;

· GraceDyer opened on Jun 12, 2026

Sigmoid Surrogate calculating NaNs on backward pass

Status: Open.

#427 In jeshraghian/snntorch;

· MeinChef opened on Jun 9, 2026

SpikingNeuron.zeros does not clear hidden states

Status: Open.

#423 In jeshraghian/snntorch;

· GraceDyer opened on Apr 15, 2026

Spike outputs are downcast from float64 to float32 in multiple snnTorch neuron modules

Status: Open.

#422 In jeshraghian/snntorch;

· GraceDyer opened on Apr 9, 2026

RLeaky and RSynaptic fail under float64 with dtype mismatch during forward pass

Status: Open.

#421 In jeshraghian/snntorch;

· GraceDyer opened on Apr 9, 2026

torch.save(model) fails for default snnTorch neuron modules due to non-picklable surrogate closure

Status: Open.

#420 In jeshraghian/snntorch;

· GraceDyer opened on Apr 9, 2026

NIR import issue: IF node being mapped to snn.Leaky() with beta=0.9

Status: Open.

#416 In jeshraghian/snntorch;

· renancfarias opened on Feb 24, 2026

Tutorial 5: Example ATan inner class in LeakySurrogate class forward and backward functions in tutorial 5

Status: Open.

#411 In jeshraghian/snntorch;

· sadramos opened on Dec 4, 2025

NIR Export Issue: Synaptic Neurons Missing Input/Output Shape Metadata

Status: Open.

#410 In jeshraghian/snntorch;

· siddiquifaras opened on Nov 27, 2025

Dropout in LeakyParallel

Status: Open.

#403 In jeshraghian/snntorch;

· LuposX opened on Nov 6, 2025