Existing neural networks suffer from CMOS-based hybrid architectures and non-integrable reactive components in neurons, limiting integration density, scalability, and biological plausibility. This paper presents a simple dual-memristor neuron built with two low-cost locally active memristors, and integrates it with a m...
Pei-Pei Jin, Chen-Yang Gu, Zhen-Zhou Lu et al.· Modern physics letters B· 0 citations
Locally active memristors (LAMs) biased in the edge of chaos (EOC) regime are conventionally characterized by negative differential resistance (NDR). However, based on the theory of local activity and EOC, we propose that NDR behavior constitutes a sufficient rather than a necessary condition for the emergence of the E...
Yu-Jiao Dong, Ming-Yu Guo, Yan Liang et al.· IEEE Transactions on Circuit...· 0 citations
This paper proposes a simple current-controlled second-order LAM mathematical model, which exhibits both negative differential resistance edge of chaos (EOC) domains and positive differential resistance (PDR) EOC domains, and constructs a minimalist third-order neuronal circuit by simply paralleling the LAM with a capa...
Zhen-Zhou Lu, Xinyi Wang, Zhi Zeng et al.· Chinese Physics B· 0 citations
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