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 …

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 …

A statistical and modeling study on the effects of radiation on Au/Ta/ZrO2 (Y)/Pt/Ti memristive devices

D Maldonado, A Cantudo, DV Guseinov… - Chaos, Solitons & …, 2025 - Elsevier
In this study we have investigated the impact of the changes induced by ion irradiation on
the performance and reliability of Au/Ta/ZrO 2 (Y)/Pt/Ti memristive devices. A comprehensive …

Resistive switching and synaptic behavior of perovskite lanthanum orthoferrite thin film for neuromorphic computing

AK Shringi, A Betal, S Sahu, M Saliba… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
A resistance random access memory (RRAM), based on a metal oxide thin film with resistive
switching behavior, has been explored as an emerging candidate for their application as …

Memristor-based model of neuronal excitability and synaptic potentiation

IM Kipelkin, SA Gerasimova, AI Belov… - Frontiers in …, 2024 - frontiersin.org
In this manuscript, we investigate the memristor-based implementation of neuronal ion
channels in a mathematical model and an experimental circuit for a neuronal oscillator. We …

Forming free bipolar resistive switching in SiOx-based flexible MIM devices

B Jana, P Gaur, A Roy Chaudhuri - Bulletin of Materials Science, 2024 - Springer
SiO x-based resistive switching (RS) cells composed of Cu as the active electrode were
fabricated on flexible muscovite mica flakes using DC and radio frequency magnetron …

A Statistical Study of Resistive Switching Parameters in Au/Ta/ZrO2(Y)/Ta2O5/TiN/Ti Memristive Devices

D Maldonado, AI Belov, MN Koryazhkina… - … status solidi (a), 2023 - Wiley Online Library
Variability is an inherent property of memristive devices based on the switching of resistance
in a simple metal–oxide–metal structure compatible with the standard complementary metal …

Complex dynamics and applications of memristive devices and systems

A Mikhaylov - 2022 6th Scientific School Dynamics of Complex …, 2022 - ieeexplore.ieee.org
Due to a complex dynamic behaviour and ability to imitate the important functions of
biological synapses and neurons, memristive devices and systems allow not only the …

Recursive map neuron model

DI Bolshakov, MA Mishchenko… - 2024 8th Scientific …, 2024 - ieeexplore.ieee.org
Study of spiking neural networks is a promising scientific direction of modern
interdisciplinary research. Spiking networks have demonstrated high efficacy in processing …