Author

T. Kinfe

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Preprint Aug 2026

Convergent Evolution in Algorithmic Space

In evolutionary biology, unrelated organisms can independently evolve similar structures when exposed to similar functional demands. Here we ask whether an analogous form of convergent evolution occurs during neural network training: do networks with different random initializations develop similar internal weight stru...

Patrick Krauss, Achim Schilling, Andreas K. Maier et al. · 1 citation

Preprint Aug 2026

Convergent Evolution in Neural Representation Space: Emergent Order in Deep Belief Networks

It is shown that layer-wise generative learning can spontaneously uncover and progressively amplify class-related structure in unlabeled data and improve average clustering can coexist with reduced accessibility for a few difficult class pairs.

Patrick Krauss, Achim Schilling, Andreas K. Maier et al. · 0 citations

Review Open access Aug 2026

Perspectives of Biophysical Therapies in Glioblastoma.

Biophysical therapies are best conceived as adjunctive tools within multimodal glioblastoma management rather than stand-alone solutions, with a strong focus on predictive biomarker-driven, mechanistically informed trial designs.

Jena Kim, L. Bunse, T. Kinfe et al. · Brain Stimulation · 0 citations