2025
Curl Descent : Non-Gradient Learning Dynamics with Sign-Diverse Plasticity
NeurIPS 2025spotlight
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. Experiments often discover a diversity of synaptic plasticity rules, but whether these amount to an appr…