2 papers
cs.LG2026
Accelerated Predictive Coding Networks via Direct Kolen-Pollack Feedback Alignment
Davide Casnici, Martin Lefebvre, Justin Dauwels +1
Predictive coding (PC) is a biologically inspired algorithm for training neural networks that relies only on local updates, allowing parallel learning across layers. However, pract…
stat.ML2025
Bio-Inspired Artificial Neural Networks based on Predictive Coding
Davide Casnici, Charlotte Frenkel, Justin Dauwels
Backpropagation (BP) of errors is the backbone training algorithm for artificial neural networks (ANNs). It updates network weights through gradient descent to minimize a loss func…