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messySTDP

Description

PyTorch STDP implementation for spiking neural networks. Does not include LIF neuron behavior. Weight changing rule is from Gerstner et al. 2014

Gerstner, W., Kistler, W. M., Naud, R., & Paninski, L. (2014). Neuronal dynamics: From single neurons to networks and models of cognition. Cambridge University Press.

Files:

STDP.py has the learning rule, main.py has an example model with fake input spikes and spike values.

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PyTorch STDP implementation

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