Journal articles
- Mayora-Cebollero, Carmen; Mayora-Cebollero, Ana; Lozano, Álvaro; Barrio, Roberto. Bregman Proximal Gradient with extrapolation to train a Reservoir Computing network for a binary classification task. INFORMATION SCIENCES. 2026. DOI: 10.1016/j.ins.2026.123275
- Mayora-Cebollero, Ana; Jover-Galtier, Jorge A.; Drubi, Fátima; Ibáñez, Santiago; Lozano, Álvaro; Mayora-Cebollero, Carmen; Barrio, Roberto. Almost synchronization phenomena in the two and three coupled Brusselator systems. PHYSICA D-NONLINEAR PHENOMENA. 2025. DOI: 10.1016/j.physd.2024.134457
- Mayora-Cebollero, Ana; Barrio, Roberto; Li, Lei; Mayora-Cebollero, Carmen; Pérez, Lucía. Dynamics of coupled neural populations: The role of synaptic dynamics. CHAOS. 2025. DOI: 10.1063/5.0219780
- Mayora-Cebollero, Carmen; Fenton, Flavio H.; Halprin, Molly; Herndon, Conner; Toye, Mikael J.; Barrio, Roberto. Deep Learning for analyzing chaotic dynamics in biological time series: Insights from frog heart signals. NEUROCOMPUTING. 2025. DOI: 10.1016/j.neucom.2025.131820
- Mayora-Cebollero, Carmen; Mayora-Cebollero, Ana; Lozano, Álvaro; Barrio, Roberto. Full Lyapunov exponents spectrum with Deep Learning from single-variable time series. PHYSICA D-NONLINEAR PHENOMENA. 2024. DOI: 10.1016/j.physd.2024.134510
- Barrio, Roberto; Jover-Galtier, Jorge A.; Mayora-Cebollero, Ana; Mayora-Cebollero, Carmen; Serrano, Sergio. Synaptic dependence of dynamic regimes when coupling neural populations. PHYSICAL REVIEW E. 2024. DOI: 10.1103/PhysRevE.109.014301
- Barrio, Roberto; Ibáñez, Santiago; Jover-Galtier, Jorge A.; Lozano, Álvaro; Martínez, M. Ángeles; Mayora-Cebollero, Ana; Mayora-Cebollero, Carmen; Pérez, Lucía; Serrano, Sergio; Vigara, Rubén. Dynamics of excitable cells: spike-adding phenomena in action. SEMA JOURNAL. 2024. DOI: 10.1007/s40324-023-00328-2
- Lozano, Álvaro; Vigara, Rubén; Mayora-Cebollero, Carmen; Barrio, Roberto. Dominant patterns in small directed bipartite networks: ubiquitous generalized tripod gait. NONLINEAR DYNAMICS. 2024. DOI: 10.1007/s11071-024-09830-2
- Drubi, Fátima; Mayora Cebollero, Ana; Mayora Cebollero, Carmen; Ibáñez, Santiago; Jover Galtier, Jorge Alberto; Lozano, Álvaro; Pérez, Lucía; Barrio, Roberto. Connecting chaotic regions in the Coupled Brusselator System. CHAOS, SOLITONS AND FRACTALS. 2023. DOI: 10.1016/j.chaos.2023.113240
- Barrio, Roberto; Lozano, Álvaro; Mayora-Cebollero, Ana; Mayora-Cebollero, Carmen; Miguel, Antonio; Ortega, Alfonso; Serrano, Sergio; Vigara, Rubén. Deep learning for chaos detection. CHAOS. 2023. DOI: 10.1063/5.0143876
Projects
- E24_23R: APEDIF (Aplicaciones de Ecuaciones Diferenciales). 01/01/23 - 31/12/25
UNIZAR teaching of the last six courses
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