Spiking neural networks with Hebbian plasticity for unsupervised representation learning

Naresh Ravichandran, Anders Lansner, Pawel Herman

We introduce a novel spiking neural network model for learning distributed internal representations from data in an unsupervised procedure. We achieved this by transforming the non…