1 citations · 1 across the 2 of their papers we have counts for
2 papers
nlin.CD2025
Deep Learning for Analyzing Chaotic Dynamics in Biological Time Series: Insights from Frog Heart Signals
Carmen Mayora-Cebollero, Flavio H. Fenton, Molly Halprin +3
The study of experimental data is a relevant task in several physical, chemical and biological applications. In particular, the analysis of chaotic dynamics in cardiac systems is c…
math.DS2024★ 1 cited
Full Lyapunov Exponents spectrum with Deep Learning from single-variable time series
Carmen Mayora-Cebollero, Ana Mayora-Cebollero, Álvaro Lozano +1
In this article we study if a Deep Learning technique can be used to obtain an approximated value of the Lyapunov exponents of a dynamical system. Moreover, we want to know if Mach…