1k citations · 4k across the 118 of their papers we have counts for
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Recurrent Spectral Network (RSN): shaping the basin of attraction of a discrete map to reach automated classification
Lorenzo Chicchi, Duccio Fanelli, Lorenzo Giambagli +2
A novel strategy to automated classification is introduced which exploits a fully trained dynamical system to steer items belonging to different categories toward distinct asymptot…
Mobility-based prediction of SARS-CoV-2 spreading
Lorenzo Chicchi, Lorenzo Giambagli, Lorenzo Buffoni +1
The rapid spreading of SARS-CoV-2 and its dramatic consequences, are forcing policymakers to take strict measures in order to keep the population safe. At the same time, societal a…
Inferring network structure and local dynamics from neuronal patterns with quenched disorder
Ihusan Adam, Gloria Cecchini, Duccio Fanelli +8
An inverse procedure is proposed and tested which aims at recovering the a priori unknown functional and structural information from global signals of living brains activity. To th…
Resilience for stochastic systems interacting via a quasi-degenerate network
Sara Nicoletti, Duccio Fanelli, Niccolò Zagli +6
A stochastic reaction-diffusion model is studied on a networked support. In each patch of the network two species are assumed to interact following a non-normal reaction scheme. Wh…
Desynchronization and pattern formation in a noisy feedforward oscillators network
Clement Zankoc, Duccio Fanelli, Francesco Ginelli +1
We consider a one-dimensional directional array of diffusively coupled oscillators. They are perturbed by the injection of a small additive noise, typically orders of magnitude sma…
Desynchronization induced by time-varying network
Maxime Lucas, Duccio Fanelli, Timoteo Carletti +1
The synchronous dynamics of an array of excitable oscillators, coupled via a generic graph, is studied. Non homogeneous perturbations can grow and destroy synchrony, via a self-con…
Noise driven neuromorphic tuned amplifier
Duccio Fanelli, Francesco Ginelli, Roberto Livi +2
Living systems implement and execute an extraordinary plethora of computational tasks. The inherent degree of large scale coordination emerges as a global property, from the intric…
Intertangled stochastic motifs in networks of excitatory-inhibitory units
Clement Zankoc, Duccio Fanelli, Francesco Ginelli +1
A stochastic model of excitatory and inhibitory interactions which bears universality traits is introduced and studied. The endogenous component of noise, stemming from finite size…
Fluctuating hydrodynamics approximation of the stochastic Cowan-Wilson model
Clement Zankoc, Tommaso Biancalani, Duccio Fanelli +1
We consider a stochastic version of the Wilson-Cowan model which accommodates for discrete populations of excitatory and inhibitory neurons. The model assumes a finite carrying cap…
Self-gravitating systems in a three-dimensional expanding Universe
Erik Aurell, Duccio Fanelli
The non-linear evolution of one-dimensional perturbations in a three-dimensional expanding Universe is considered. A general Lagrangian scheme is derived, and compared to two previ…
Heap-based algorithm for one-dimensional particle systems
Alain Noullez, Duccio Fanelli, Erik Aurell
A fast algorithm to study one-dimensional self-gravitating systems, and, more generally, systems that are Lagrangian integrable between collisions, is presented. The algorithm is e…