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TU Berlin

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Extensive chaos and collective motion in complex (neural) networks: when topology matters

Held by Dr. Alessandro Torcini (Istitu dei Sistemi Complessi - CNR, Florence, Italy)

 

Abstract:
The microscopic and macroscopic dynamics of random networks is investigated in the strong-dilution limit (i.e. for sparse networks). By simulating chaotic maps, Stuart-Landau oscillators, and leaky integrate-and-fire neurons, we show that a finite connectivity (of the order of a few tens) is able to sustain a nontrivial collective dynamics even in the thermodynamic limit. Although the network structure implies a non-additive dynamics, the microscopic evolution is extensive (i.e. the number of active degrees of freedom is proportional to the number of network elements).

 

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