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Researcher · Engineer

Hubert Ramsauer

CanvaSenior Applied Scientist

Ramsauer co-authored “Hopfield Networks Is All You Need,” which modernized associative-memory networks and showed that their update rule is equivalent to transformer attention. He now works at Canva, connecting foundational machine-learning ideas with generative design systems.

Career & education

Current role
2021-present
Senior Applied Scientist

Work and education history is primarily focused on AI-relevant roles and may not be comprehensive.

Citation Trend

Total citations to scholarly work, including research papers, technical reports, books and theses, as recorded by Google Scholar. Each point is a dated snapshot.
1 snapshots
Citation snapshot on Oct 19, '2627,746Oct 19, '26
citations27,746As of Oct 19, '26
For today’s citation count and per work, visit Google Scholar.
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Reviewed August 10, 2026 · Checked for accuracy and new information.

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