[HTML][HTML] Brain-inspired computing with memristors: Challenges in devices, circuits, and systems

Y Zhang, Z Wang, J Zhu, Y Yang, M Rao… - Applied Physics …, 2020 - pubs.aip.org
This article provides a review of current development and challenges in brain-inspired
computing with memristors. We review the mechanisms of various memristive devices that …

Initial offset boosting coexisting attractors in memristive multi-double-scroll Hopfield neural network

S Zhang, J Zheng, X Wang, Z Zeng, S He - Nonlinear Dynamics, 2020 - Springer
Memristors are widely considered to be promising candidates to mimic biological synapses.
In this paper, by introducing a non-ideal flux-controlled memristor model into a Hopfield …

Memristor-based circuit design for multilayer neural networks

Y Zhang, X Wang, EG Friedman - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Memristors are promising components for applications in nonvolatile memory, logic circuits,
and neuromorphic computing. In this paper, a novel circuit for memristor-based multilayer …

Four novel dual discrete memristor-coupled hyperchaotic maps

S Zhang, C Wang, H Zhang - International Journal of Bifurcation and …, 2024 - World Scientific
Unlike the high-dimensional hyperchaotic system based on a continuous memristor, the low-
dimensional map coupled by discrete memristor (DM) and traditional chaotic map can also …

基于忆阻器的混沌, 存储器及神经网络电路研究进展

王春华, 蔺海荣, 孙晶如, 周玲, 周超, 邓全利 - 电子与信息学报, 2020 - jeit.ac.cn
忆阻器是除电阻, 电容, 电感之外发现的第4 种基本电子元件, 它是一种具有记忆特性的非线性
器件, 可用于混沌, 存储器, 神经网络等电路与系统的实现. 该文对基于忆阻器的混沌电路 …

Synaptic characteristics of Ag/AgInSbTe/Ta-based memristor for pattern recognition applications

Y Zhang, Y Li, X Wang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The memristor, a promising candidate for synaptic interconnections in artificial neural
network, has gained significant attention for application to neuromorphic systems. One …

Implementation of memristive neural network with full-function Pavlov associative memory

X Liu, Z Zeng, S Wen - … Transactions on Circuits and Systems I …, 2016 - ieeexplore.ieee.org
In this paper, implementation of memristive neural network with full-function Pavlov
associative memory is designed based on a proposed associative memory rule. The …

A novel memristor-based circuit implementation of full-function Pavlov associative memory accorded with biological feature

Z Wang, X Wang - IEEE Transactions on Circuits and Systems I …, 2017 - ieeexplore.ieee.org
In this paper, a memristor-based Pavlov associative memory circuit accorded with the
biological feature is proposed. The proposed circuit mainly consists of neuron module …

MAD gates—Memristor logic design using driver circuitry

L Guckert, EE Swartzlander - IEEE Transactions on Circuits and …, 2016 - ieeexplore.ieee.org
Memristors have recently begun to be explored in arithmetic applications. However, all prior
designs for memristor-based gates have had shortcomings in terms of scalability …

A bistable nonvolatile locally-active memristor and its complex dynamics

Y Dong, G Wang, G Chen, Y Shen, J Ying - Communications in Nonlinear …, 2020 - Elsevier
This paper introduces a novel bistable nonvolatile locally-active memristor model based on
Chua's unfolding theorem to explore the influence of the local activity on the complexity of …