Variability in resistive memories

JB Roldán, E Miranda, D Maldonado… - Advanced Intelligent …, 2023 - Wiley Online Library
Resistive memories are outstanding electron devices that have displayed a large potential in
a plethora of applications such as nonvolatile data storage, neuromorphic computing …

Toward reflective spiking neural networks exploiting memristive devices

VA Makarov, SA Lobov, S Shchanikov… - Frontiers in …, 2022 - frontiersin.org
The design of modern convolutional artificial neural networks (ANNs) composed of formal
neurons copies the architecture of the visual cortex. Signals proceed through a hierarchy …

Memristor-coupled asymmetric neural networks: Bionic modeling, chaotic dynamics analysis and encryption application

H Lin, C Wang, J Sun, X Zhang, Y Sun, HHC Iu - Chaos, Solitons & Fractals, 2023 - Elsevier
With the rapid development of artificial intelligence, it has important theoretical and practical
significance to construct neural network models and study their dynamical behaviors. This …

Model of neuromorphic odorant-recognition network

SV Stasenko, AN Mikhaylov, VB Kazantsev - Biomimetics, 2023 - mdpi.com
We propose a new model for a neuromorphic olfactory analyzer based on memristive
synapses. The model comprises a layer of receptive neurons that perceive various odors …

Predefined-time chaos synchronization of memristor chaotic systems by using simplified control inputs

Y Wang, H Li, Y Guan, M Chen - Chaos, Solitons & Fractals, 2022 - Elsevier
A predefined-time chaos synchronization scheme of memristor chaotic systems with
simplified control inputs is investigated. Firstly, a predefined-time synchronization (PTS) …

Living-neuron-based autogenerator

SA Gerasimova, A Beltyukova, A Fedulina, M Matveeva… - Sensors, 2023 - mdpi.com
We present a novel closed-loop system designed to integrate biological and artificial
neurons of the oscillatory type into a unified circuit. The system comprises an electronic …

Volatile memristor in leaky integrate-and-fire neurons: Circuit simulation and experimental study

NM Samardzic, JS Bajic, DL Sekulic, S Dautovic - Electronics, 2022 - mdpi.com
In this paper, circuit implementation of a leaky integrate-and-fire neuron model with a volatile
memristor was proposed and simulated in the SPICE simulation environment. We …

Mathematical and experimental model of neuronal oscillator based on memristor-based nonlinearity

I Kipelkin, S Gerasimova, D Guseinov, D Pavlov… - Mathematics, 2023 - mdpi.com
This article presents a mathematical and experimental model of a neuronal oscillator with
memristor-based nonlinearity. The mathematical model describes the dynamics of an …

Conductance quantization behavior in pt/sin/tan rram device for multilevel cell

J Park, S Lee, K Lee, S Kim - Metals, 2021 - mdpi.com
In this work, we fabricated a Pt/SiN/TaN memristor device and characterized its resistive
switching by controlling the compliance current and switching polarity. The chemical and …

Investigation of in vitro neuronal activity processing using a CMOS-integrated ZrO2 (Y)-based memristive crossbar

MN Koryazhkina, AV Lebedeva, DD Pakhomova… - Chaos, Solitons & …, 2025 - Elsevier
The influence of the epileptiform neuronal activity on the response of a CMOS-integrated
ZrO 2 (Y)-based memristive crossbar and its conductivity was studied. Epileptiform neuronal …