Synchronization properties of neuronal oscillators and memristor devices
| Autor: | Segura Díaz, Jose |
|---|---|
| Přispěvatelé: | Universitat Politècnica de Catalunya. Departament de Matemàtiques, Huguet Casades, Gemma |
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Quantitative Biology::Neurons and Cognition
Neuronal models Hysteresis Matemàtiques i estadística::Equacions diferencials i integrals::Sistemes dinàmics [Àrees temàtiques de la UPC] Numerical computation Synchronization Sistemes dinàmics diferenciables Computer Science::Emerging Technologies Weak coupling Phase resetting curves Differentiable dynamical systems Oscillators 37 Dynamical systems and ergodic theory::37M Approximation methods and numerical treatment of dynamical systems [Classificació AMS] Memristic device |
| Zdroj: | Recercat. Dipósit de la Recerca de Catalunya instname UPCommons. Portal del coneixement obert de la UPC Universitat Politècnica de Catalunya (UPC) |
| Popis: | Neuromorphic computation (inspired by neuroscience) aims to develop electronic devices that emulate neuronal activity in order to develop new paradigms of computation beyond digital machines. In this project, we develop a new model for circuits with memristic devices (inspired by neuronal models) showing oscillatory dynamics and we apply the classical theory for weakly coupled oscillators to study the dynamics for coupled memristic devices. First, we review the general theory and show its application to coupled neuronal oscillators, Finally, we consider different combinations of couplings for memristic devices to predict different synchronization outcomes and its relevance for practical applications. |
| Databáze: | OpenAIRE |
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