Author

Hubert Ramsauer

Johannes Kepler University of Linz

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Bernhard SchäfliD· 1 shared Geir Kjetil SandveiD· 1 shared Günter KlambaueriD· 1 shared J. BrandstetteriD· 1 shared Lukas Gruber· 1 shared Markus HolzleitneriD· 1 shared Michael WidrichiD· 1 shared Milena PavlovićiD· 1 shared

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2020-2020 · peak 1/yr

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1 shared paperBioinformatics

Bernhard SchäflORCID

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1 paper

Recent·Most cited

Modern Hopfield Networks and Attention for Immune Repertoire Classification

Michael Widrich, Bernhard Schäfl, Milena Pavlović, Hubert Ramsauer, Lukas Gruber, Markus Holzleitner, J. Brandstetter, Geir Kjetil Sandve, Victor Greiff, Sepp Hochreiter, Günter Klambauer

Transformer attention is recast as the update rule of modern Hopfield networks, and the resulting DeepRC classifier handles immune repertoires with enormous instance counts and few informative sequences.

bioRxiv · Apr 12, 2020 · PreprintBioinformatics