Tutorial 4: Synaptic neuron not matching expected results

jeshraghian / snntorch

Deep and online learning with spiking neural networks in Python

https://snntorch.readthedocs.io/en/latest/

MIT License

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Tutorial 4: Synaptic neuron not matching expected results #320

Open jeshraghian opened 2 months ago

jeshraghian commented 2 months ago

Discussed in https://github.com/jeshraghian/snntorch/discussions/319

^{Originally posted by **prntechnologies** April 25, 2024} I've been going through all of the tutorials and I'm having an issue with Tutorial #4. It seems that I'm not getting the same results using the Synaptic neural model as what is described in the tutorial? Anyone else having issues following along, or is it just me?

MoerAI commented 1 month ago

I also confirmed that there was a problem. The output of Synaptic Conductance-based Neuron Model With Input Spikes is strange. If you modify the hyperparameters alpha and beta defined in Markdown 1.2, you can get the spike values. I'm working on translating the SNN Torch tutorials into Korean, and would appreciate it if anyone could let me know here if this issue is resolved.