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cond-mat.dis-nn2026
Approximating velocity fields with planted point attractors via Neural-ODE for classification purposes
Feliciano Giuseppe Pacifico, Duccio Fanelli, Lorenzo Buffoni +3
In this work, Neural ODEs equipped with a curated collection of equilibrium points have been successfully employed for classification tasks. The planted fixed points serve as indic…
nlin.AO2026
Noise seeded oscillators: on the role of demographic fluctuations in a multi-populations model
Francesca Di Patti, Duccio Fanelli, Perla Rosi
Stochastic oscillations can emerge from a two-population model as triggered by endogenous finite size fluctuations. Here, an extended dynamical scenario is considered in which a th…