Cargando…

Machine learning outperforms thermodynamics in measuring how well a many-body system learns a drive

Diverse many-body systems, from soap bubbles to suspensions to polymers, learn and remember patterns in the drives that push them far from equilibrium. This learning may be leveraged for computation, memory, and engineering. Until now, many-body learning has been detected with thermodynamic properti...

Descripción completa

Detalles Bibliográficos
Autores principales: Zhong, Weishun, Gold, Jacob M., Marzen, Sarah, England, Jeremy L., Yunger Halpern, Nicole
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8085166/
https://www.ncbi.nlm.nih.gov/pubmed/33927225
http://dx.doi.org/10.1038/s41598-021-88311-7