Spike-timing-dependent Hebbian learning as noisy gradient descent

Niklas Dexheimer, Sascha Gaudlitz, Johannes Schmidt-Hieber

Hebbian learning is a key principle underlying learning in biological neural networks. We relate a Hebbian spike-timing-dependent plasticity rule to noisy gradient descent with res…