pytorch-sbs/README.md

pytorch-sbs

SbS Extension for PyTorch

Based on the scientific paper:

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://direct.mit.edu/neco/article-abstract/19/5/1313/7183/Efficient-Computation-Based-on-Stochastic-Spikes