no code implementations • 16 Jan 2024 • Daniel Coquelin, Katharina Flügel, Marie Weiel, Nicholas Kiefer, Charlotte Debus, Achim Streit, Markus Götz
This study explores the learning dynamics of neural networks by analyzing the singular value decomposition (SVD) of their weights throughout training.
1 code implementation • 26 Apr 2023 • Katharina Flügel, Daniel Coquelin, Marie Weiel, Charlotte Debus, Achim Streit, Markus Götz
Backpropagation has long been criticized for being biologically implausible, relying on concepts that are not viable in natural learning processes.