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Researcher · Engineer

Hubert Ramsauer

HR

Canva

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.

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

Last editorial review: August 10, 2026