Toward One-Shot Learning in Neuroscience-Inspired Deep Spiking Neural Networks
Faramarz Faghihi, Hossein Molhem, Ahmed A. Moustafa
This paper develops a spiking neural network that learns hand-written digits from few examples, inspired by neuroscience mechanisms, and achieves efficient learning with minimal training data.
bioRxiv · Nov 4, 2019 · PreprintNeuroscience