Incoherent feedforward networks exhibit the ability to generate temporal pulse behavior. However, exerting control over specific dynamic properties, such as amplitude and rise time, poses a challenge and is intricately tied to the network’s implementation. In this study, we focus on analyzing sequestration-based networks capable of exhibiting pulse behavior. By employing time-scale separation in the fast sequestration regime, we approximate the temporal dynamics of these networks. This approach allows us to establish a mapping that elucidates the impact of varying the kinetic rates and pulse specifications, including amplitude and rise time. Furthermore, we introduce a positive feedback mechanism to regulate the amplitude of the pulsing response.
Design of a Sequestration-Based Network with Tunable Pulsing Dynamics / Nakamura, E., Cuba Samaniego, C., Blanchini, F., Giordano, G., Franco, E.. - (2024), pp. 6286-6291. (2024 IEEE 63rd Conference on Decision and Control (CDC) Milano, Italy 16-19 December 2024) [10.1109/CDC56724.2024.10886733].
Design of a Sequestration-Based Network with Tunable Pulsing Dynamics
G. Giordano;
2024-01-01
Abstract
Incoherent feedforward networks exhibit the ability to generate temporal pulse behavior. However, exerting control over specific dynamic properties, such as amplitude and rise time, poses a challenge and is intricately tied to the network’s implementation. In this study, we focus on analyzing sequestration-based networks capable of exhibiting pulse behavior. By employing time-scale separation in the fast sequestration regime, we approximate the temporal dynamics of these networks. This approach allows us to establish a mapping that elucidates the impact of varying the kinetic rates and pulse specifications, including amplitude and rise time. Furthermore, we introduce a positive feedback mechanism to regulate the amplitude of the pulsing response.| File | Dimensione | Formato | |
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Design_of_a_sequestration-based_network_with_tunable_pulsing_dynamics.pdf
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