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

Hugo Ninou, Jonathan Kadmon, N. Alex Cayco-Gajic

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