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dc.contributor.author
Kaluza, Pablo Federico  
dc.contributor.author
Mikhailov, Alexander S.  
dc.date.available
2018-01-04T18:34:14Z  
dc.date.issued
2014-09  
dc.identifier.citation
Kaluza, Pablo Federico; Mikhailov, Alexander S.; Autonomous learning by simple dynamical systems with delayed feedback; American Physical Society; Physical Review E: Statistical, Nonlinear and Soft Matter Physics; 90; 3; 9-2014  
dc.identifier.issn
1539-3755  
dc.identifier.uri
http://hdl.handle.net/11336/32341  
dc.description.abstract
A general scheme for the construction of dynamical systems able to learn generation of the desired kinds of dynamics through adjustment of their internal structure is proposed. The scheme involves intrinsic time-delayed feedback to steer the dynamics towards the target performance. As an example, a system of coupled phase oscillators, which can, by changing the weights of connections between its elements, evolve to a dynamical state with the prescribed (low or high) synchronization level, is considered and investigated.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
American Physical Society  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
Autonomous  
dc.subject
Learning  
dc.subject
Phase  
dc.subject
Oscillators  
dc.subject.classification
Astronomía  
dc.subject.classification
Ciencias Físicas  
dc.subject.classification
CIENCIAS NATURALES Y EXACTAS  
dc.title
Autonomous learning by simple dynamical systems with delayed feedback  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2018-01-03T19:58:23Z  
dc.identifier.eissn
2470-0053  
dc.journal.volume
90  
dc.journal.number
3  
dc.journal.pais
Estados Unidos  
dc.journal.ciudad
Nueva York  
dc.description.fil
Fil: Kaluza, Pablo Federico. Universidad Nacional de Cuyo. Facultad de Ciencias Exactas y Naturales; Argentina. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mendoza; Argentina  
dc.description.fil
Fil: Mikhailov, Alexander S.. Max Planck. Fritz Haber Institut. Abteilung Physikalische Chemie; Alemania  
dc.journal.title
Physical Review E: Statistical, Nonlinear and Soft Matter Physics  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://journals.aps.org/pre/abstract/10.1103/PhysRevE.90.030901  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/http://dx.doi.org/10.1103/PhysRevE.90.030901  

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