In this thesis, concepts of hypersystems and hyperneuron and the particular properties related to this class of systems are introduced. In particular focusing on the dynamics of hyper Chua’s circuit, showing that higher-dimensional nonlinear systems can be generated starting from the classic Chua’s circuit as a gene, whose peculiarities being inherited, including complex dynamics and synchronization properties. An hardware implementation, based on high-performance low-cost microcontrollers, is also outlined showing that the hyper Chua circuit. Also, the concept of hyperneuron is introduced. The intrinsic robustness of the proposed model is further investigated by proposing a silicon implementation of the hyperneuron and reporting the corresponding experimental results.
In questa tesi vengono introdotti i concetti di ipersistemi e iperneuroni e le particolari proprietà legate a questa classe di sistemi. Concentrandosi in particolare sulla dinamica del circuito di hyper Chua, dimostrando che i sistemi non lineari di dimensione superiore possono essere generati a partire dal circuito di Chua classico come gene, le cui peculiarità vengono ereditate, tra cui dinamiche complesse e proprietà di sincronizzazione. Viene anche introdotta un'implementazione hardware dell'hyper Chua, basata su microcontrollori ad alte prestazioni e basso costo. Inoltre, viene introdotto il concetto di iperneurone. La robustezza intrinseca del modello proposto viene ulteriormente studiata proponendo un'implementazione in silicio dell'iperneurone e riportando i corrispondenti risultati sperimentali.
Microcontrollori innnovativi per l'implementazione di Hypersystem
BRANCIFORTE, MARCO MARIA
2022
Abstract
In this thesis, concepts of hypersystems and hyperneuron and the particular properties related to this class of systems are introduced. In particular focusing on the dynamics of hyper Chua’s circuit, showing that higher-dimensional nonlinear systems can be generated starting from the classic Chua’s circuit as a gene, whose peculiarities being inherited, including complex dynamics and synchronization properties. An hardware implementation, based on high-performance low-cost microcontrollers, is also outlined showing that the hyper Chua circuit. Also, the concept of hyperneuron is introduced. The intrinsic robustness of the proposed model is further investigated by proposing a silicon implementation of the hyperneuron and reporting the corresponding experimental results.File | Dimensione | Formato | |
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Innovative microcontrollers for hypersystem implementation.pdf
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https://hdl.handle.net/20.500.14242/124020
URN:NBN:IT:UNICT-124020