Steffen Rulands
@rulands.bsky.social
Professor at LMU Munich. Theoretical physics, biophysics, artificial intelligence
New preprint: are deep neural networks just complicated curve fitters or can they show emergent behavior that is independent of the data? We show that training deep neural networks gives rise to emergent weight morphologies independent of the training data.
arxiv.org/abs/2501.05550
arxiv.org/abs/2501.05550
January 14, 2025 at 11:10 AM
New preprint: are deep neural networks just complicated curve fitters or can they show emergent behavior that is independent of the data? We show that training deep neural networks gives rise to emergent weight morphologies independent of the training data.
arxiv.org/abs/2501.05550
arxiv.org/abs/2501.05550