We just put up a new preprint https://www.biorxiv.org/content/10.1101/2020.06.29.176925v1 in which we take a careful look at what makes surrogate gradients work. Spiking neural networks are notoriously hard to train using gradient-based methods due to their binary spiking nonlinearity. To deal …

Preprint: The remarkable robustness of surrogate gradient learning for instilling complex function in spiking neural networks Read more »

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