Search Results for author: Katharina Flügel

Found 2 papers, 1 papers with code

Harnessing Orthogonality to Train Low-Rank Neural Networks

no code implementations16 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.

Benchmarking

Feed-Forward Optimization With Delayed Feedback for Neural Networks

1 code implementation26 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.

Biologically-plausible Training Computational Efficiency

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