The addition of a small amount of noise in nonlinear systems can play an important role, inducing transitions between dynamical regime and producing more complex dynamics. In this work, we present the analysis of a second order circuit with a nonvolatile memristive device, subject to additive noise perturbations. Memristive devices are two terminal elements suitable for implementing circuits with complex dynamic behaviors, that can be used to perform bio-inspired computational tasks. We show that, depending on noise intensity, the dynamic behavior of the system undergoes multiple qualitative changes. We use numerical simulations and nonlinear dynamics concepts to analyze these transitions.

Noise induced oscillations in a second order circuit with nonvolatile memristor

Escudero Lopez M.;Brivio S.;Spiga S.
2023

Abstract

The addition of a small amount of noise in nonlinear systems can play an important role, inducing transitions between dynamical regime and producing more complex dynamics. In this work, we present the analysis of a second order circuit with a nonvolatile memristive device, subject to additive noise perturbations. Memristive devices are two terminal elements suitable for implementing circuits with complex dynamic behaviors, that can be used to perform bio-inspired computational tasks. We show that, depending on noise intensity, the dynamic behavior of the system undergoes multiple qualitative changes. We use numerical simulations and nonlinear dynamics concepts to analyze these transitions.
2023
Istituto per la Microelettronica e Microsistemi - IMM
Performance evaluation
Fluctuations
Perturbation methods
Numerical simulation
Nonlinear dynamical systems
Trajectory
Additive noise
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/524341
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