Dynamics and DSP implementation of a wide-range locally active memristor–coupled Aihara neuron

A simple current-controlled second-order memristor model and its third neuronal circuit implementation

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...

Memory-modulated Aihara neuron map: dynamical analysis and DSP-based applications

A Novel Second-Order Memristor-Coupled FHN Neuron Model with Synergistic Dynamics of Multistability

A novel second-order memristor is designed, the nonvolatile nature of the memristor is verified, and the key dynamical behaviors are reproduced through circuit simulation and a DSP-based hardware experimental platform, realizing the systematic research flow from theoretical modeling, numerical simulation to circuit imp...

Dynamical Analysis and Hardware Implementation of a Novel Fractional-Order Heterogeneous Hopfield Neural Network with Memristive Coupling

To address the limitations of traditional Hopfield neural networks in characterizing complex neuron-to-neuron interactions and heterogeneous activation mechanisms, this paper proposes a fractional-order heterogeneous memristively coupled Hopfield neural network model. First, a fractional-order extension of the ReLU-typ...

Discrete second-order locally active memristor-based neuron map with grid-like attractor coexistence

A Double-Memristor Hopfield Neural Network with Complex Dynamics and Its Application

Memristors, known for their unique memory capabilities, are increasingly recognized as key components for the dynamic regulation of neural networks. However, the mechanisms governing multistability and offset-controlled attractors in memristive Hopfield neural networks remain insufficiently understood. To address this...