[HTML][HTML] Advances in memristor-based neural networks

W Xu, J Wang, X Yan - Frontiers in Nanotechnology, 2021 - frontiersin.org
The rapid development of artificial intelligence (AI), big data analytics, cloud computing, and
Internet of Things applications expect the emerging memristor devices and their hardware …

A review for dynamics of collective behaviors of network of neurons

J Ma, J Tang - Science China Technological Sciences, 2015 - Springer
The nervous system is composed of a large number of neurons, and the electrical activities
of neurons can present multiple modes during the signal transmission between neurons by …

Synchronization in Hindmarsh–Rose neurons subject to higher-order interactions

F Parastesh, M Mehrabbeik, K Rajagopal… - … Journal of Nonlinear …, 2022 - pubs.aip.org
Higher-order interactions might play a significant role in the collective dynamics of the brain.
With this motivation, we here consider a simplicial complex of neurons, in particular …

How to wake up the electric synapse coupling between neurons?

P Zhou, X Zhang, J Ma - Nonlinear Dynamics, 2022 - Springer
Both electric and chemical synapses play an important role in receiving and propagating
signals, and thus an isolated neuron and neurons in networks can be activated to trigger …

Nanoionics‐enabled memristive devices: strategies and materials for neuromorphic applications

Z Wang, L Wang, M Nagai, L Xie, M Yi… - Advanced Electronic …, 2017 - Wiley Online Library
Memristors have been intensively studied in recent years as potential building blocks for the
construction of versatile neuromorphic architectures. The prevalent developments focus on …

Analysis and adaptive control of a novel 3-D conservative no-equilibrium chaotic system

S Vaidyanathan, C Volos - Archives of Control Sciences, 2015 - infona.pl
First, this paper announces a seven-term novel 3-D conservative chaotic system with four
quadratic nonlinearities. The conservative chaotic systems are characterized by the …

[HTML][HTML] A new memristive neuron map model and its network's dynamics under electrochemical coupling

B Ramakrishnan, M Mehrabbeik, F Parastesh… - Electronics, 2022 - mdpi.com
A memristor is a vital circuit element that can mimic biological synapses. This paper
proposes the memristive version of a recently proposed map neuron model based on the …

Synchronization and chaos in coupled memristor-based FitzHugh-Nagumo circuits with memristor synapse

J Zhang, X Liao - Aeu-international journal of electronics and …, 2017 - Elsevier
The memristor has drawn a significant interest in the fields of neuromorphic circuits because
the nanoscale memristor is a strong candidate to become the critical element of novel ultra …

[PDF][PDF] Adaptive synchronization of novel 3-D chemical chaotic reactor systems

S Vaidyanathan - parameters, 2015 - researchgate.net
Chaos theory has a manifold variety of applications in science and engineering. In this
paper, new chemical chaotic reactor equations are derived by modifying the chemical …

A class of initials-dependent dynamical systems

J Ma, F Wu, G Ren, J Tang - Applied Mathematics and Computation, 2017 - Elsevier
Nonlinear term is critical for emergence of chaos in autonomous dynamical systems. The
sampled time series in chaotic system are dependent on the initial selection of variables …