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Persistent URL of this record https://hdl.handle.net/1887/4093578

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Bos, Daan de (2024)

Physical Learning in a Multifield Coherent Ising Machine

Bachelor thesis | Natuurkunde (BSc)
We studied a novel approach to implementing contrastive learning in a physical material consisting of coupled parametric resonators. The key insight is that we can avoid the need for two system-copies - a fundamental issue that has plagued contrastive learning - by making use of symmetric normal modes.
Physical learning, parametric resonance, contrastive learning, Ising machine
Author
Bos, Daan de
Faculty
Faculty of Science
Supervisors

Serra-Garcia, M.
Hupkes, H.J.

ECTS Credits
24
Language
en