# pytorch-sbs
SbS Extension for PyTorch


# Based on the scientific papers:

**Back-Propagation Learning in Deep Spike-By-Spike Networks**  
David Rotermund and Klaus R. Pawelzik  
Front. Comput. Neurosci., https://doi.org/10.3389/fncom.2019.00055  
https://www.frontiersin.org/articles/10.3389/fncom.2019.00055/full  

**Efficient Computation Based on Stochastic Spikes**  
Udo Ernst, David Rotermund, and Klaus Pawelzik  
Neural Computation (2007) 19 (5): 1313–1343. https://doi.org/10.1162/neco.2007.19.5.1313  
https://direct.mit.edu/neco/article-abstract/19/5/1313/7183/Efficient-Computation-Based-on-Stochastic-Spikes