Curl Descent : Non-Gradient Learning Dynamics with Sign-Diverse Plasticity

TL;DR

Gradient-based algorithms are a cornerstone of artificial neural network training, yet it remains unclear whether biological neural networks use similar gradient-based strategies during learning…

Opening excerpt from the authors’ abstract. source