Recurrence microstates for machine learning classification.

Autor: Spezzatto GS; Department of Physics, Federal University of Paraná, 81531-980 Curitiba, Brazil., Flauzino JVV; Department of Physics, Federal University of Paraná, 81531-980 Curitiba, Brazil., Corso G; Biophysics and Pharmacology Department, Federal University of Rio Grande do Norte, 59078-900 Natal, Rio Grande do Norte, Brazil., Boaretto BRR; Institute of Science and Technology, Federal University of São Paulo, 12231-280 São José dos Campos, São Paulo, Brazil., Macau EEN; Institute of Science and Technology, Federal University of São Paulo, 12231-280 São José dos Campos, São Paulo, Brazil., Prado TL; Department of Physics, Federal University of Paraná, 81531-980 Curitiba, Brazil.; Department of Physics, University Rey Juan Carlos, Móstoles, 28933 Madrid, Spain.; Interdisciplinary Center for Science, Technology and Innovation CICTI, Federal University of Paraná, 81531-980 Curitiba, Brazil., Lopes SR; Department of Physics, Federal University of Paraná, 81531-980 Curitiba, Brazil.; Interdisciplinary Center for Science, Technology and Innovation CICTI, Federal University of Paraná, 81531-980 Curitiba, Brazil.; Potsdam Institute for Climate Impact Research-Telegraphenberg, 14473 Potsdam, Germany.

Publikováno v: Chaos (Woodbury, N.Y.) [Chaos] 2024 Jul 01; Vol. 34 (7).

Phase synchronization in a sparse network of randomly connected neurons under the effect of Poissonian spike inputs.

Autor: Boaretto BRR; Institute of Science and Technology, Universidade Federal de São Paulo, 12247-014 São José dos Campos, São Paulo, Brazil., Protachevicz PR; Physics Institute, University of São Paulo, 05508-090 São Paulo, São Paulo, Brazil.; Institute for Complex Systems and Mathematical Biology, SUPA, University of Aberdeen, AB24 3UE Aberdeen, United Kingdom., Hansen M; Center for Mathematics and Applications (NOVA Math), NOVA School of Science and Technology, Universidade NOVA de Lisboa, Quinta da Torre, 2829-516 Caparica, Portugal., Oliveira J; National Institute for Space Research, 12227-010 São José dos Campos, São Paulo, Brazil., Andreani AC; Institute of Science and Technology, Universidade Federal de São Paulo, 12247-014 São José dos Campos, São Paulo, Brazil.; Federal Institute of São Paulo, 12322-030 Jacareí, São Paulo, Brazil., Macau EEN; Institute of Science and Technology, Universidade Federal de São Paulo, 12247-014 São José dos Campos, São Paulo, Brazil.

Publikováno v: Chaos (Woodbury, N.Y.) [Chaos] 2023 Dec 01; Vol. 33 (12).

Discriminating chaotic and stochastic time series using permutation entropy and artificial neural networks.

Autor: Boaretto BRR; Department of Physics, Universidade Federal do Paraná, Curitiba, 81531-980, Brazil., Budzinski RC; Department of Physics, Universidade Federal do Paraná, Curitiba, 81531-980, Brazil., Rossi KL; Department of Physics, Universidade Federal do Paraná, Curitiba, 81531-980, Brazil., Prado TL; Department of Physics, Universidade Federal do Paraná, Curitiba, 81531-980, Brazil., Lopes SR; Department of Physics, Universidade Federal do Paraná, Curitiba, 81531-980, Brazil., Masoller C; Department of Physics, Universitat Politecnica de Catalunya, 08222, Barcelona, Spain. cristina.masoller@upc.edu.

Publikováno v: Scientific reports [Sci Rep] 2021 Aug 04; Vol. 11 (1), pp. 15789. Date of Electronic Publication: 2021 Aug 04.

Bistability in the synchronization of identical neurons.

Autor: Boaretto BRR; Department of Physics, Universidade Federal do Paraná, 81531-980, Curitiba, PR, Brazil., Budzinski RC; Department of Physics, Universidade Federal do Paraná, 81531-980, Curitiba, PR, Brazil., Rossi KL; Department of Physics, Universidade Federal do Paraná, 81531-980, Curitiba, PR, Brazil., Manchein C; Department of Physics, Universidade do Estado de Santa Catarina, 89219-710 Joinville, SC, Brazil., Prado TL; Department of Physics, Universidade Federal do Paraná, 81531-980, Curitiba, PR, Brazil., Feudel U; Theoretical Physics/Complex Systems, ICBM, Carl von Ossietzky University Oldenburg, 26111 Oldenburg, Germany., Lopes SR; Department of Physics, Universidade Federal do Paraná, 81531-980, Curitiba, PR, Brazil.

Publikováno v: Physical review. E [Phys Rev E] 2021 Aug; Vol. 104 (2-1), pp. 024204.

The role of synchronization in neural systems and their consequence to the neural behavior: Comment on "The growth of cognition: Free energy minimization and the embryogenesis of cortical computation".

Autor: Rossi KL; Department of Physics, Universidade Federal do Paraná, 81531-980 Curitiba, Brazil., Boaretto BRR; Department of Physics, Universidade Federal do Paraná, 81531-980 Curitiba, Brazil., Budzinski RC; Department of Physics, Universidade Federal do Paraná, 81531-980 Curitiba, Brazil. Electronic address: roberto.budzinski@gmail.com.

Publikováno v: Physics of life reviews [Phys Life Rev] 2021 Mar; Vol. 36, pp. 68-70. Date of Electronic Publication: 2020 Aug 03.