A deep study of the nonlinear dynamics of nonlinear circuits with memristors represents a fundamental step towards the development of memristor-based systems for bio-inspired applications and dense nonvolatile memories. A rich variety of complex dynamic behaviors, including chaos, may be observed even in a simple memristor oscillator. This article is organized according to the regulations of the ECCTD 2013 Special Sessions. We present a short summary of the state-of-the-art of memristor theory, model and applications. In addition, we briefly introduce a comprehensive Nonlinear Circuit Theory-based foundation for circuit implementation of the Hodgkin-Huxley neural model with memristors. © 2013 TU Dresden.

Complex dynamics in neuromorphic memristor circuits / Corinto, Fernando; Gilli, Marco; Ascoli, Alon; Tetzlaff, Ronald. - (2013). (Intervento presentato al convegno European Conference on Circuit Theory and Design, ECCTD 2013 tenutosi a Dresden (Germany) nel 08-12 September 2013) [10.1109/ecctd.2013.6662221].

Complex dynamics in neuromorphic memristor circuits

Fernando Corinto;Marco Gilli;Alon Ascoli;
2013

Abstract

A deep study of the nonlinear dynamics of nonlinear circuits with memristors represents a fundamental step towards the development of memristor-based systems for bio-inspired applications and dense nonvolatile memories. A rich variety of complex dynamic behaviors, including chaos, may be observed even in a simple memristor oscillator. This article is organized according to the regulations of the ECCTD 2013 Special Sessions. We present a short summary of the state-of-the-art of memristor theory, model and applications. In addition, we briefly introduce a comprehensive Nonlinear Circuit Theory-based foundation for circuit implementation of the Hodgkin-Huxley neural model with memristors. © 2013 TU Dresden.
2013
978-3-00-043785-4
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/2988776