Dynamics on higher-order networks: A review

S Majhi, M Perc, D Ghosh - Journal of the Royal Society …, 2022 - royalsocietypublishing.org
Network science has evolved into an indispensable platform for studying complex systems.
But recent research has identified limits of classical networks, where links connect pairs of …

[HTML][HTML] Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes

Y Zhang, M Lucas, F Battiston - Nature communications, 2023 - nature.com
Higher-order networks have emerged as a powerful framework to model complex systems
and their collective behavior. Going beyond pairwise interactions, they encode structured …

[HTML][HTML] Synchronization in simplicial complexes of memristive Rulkov neurons

M Mehrabbeik, S Jafari, M Perc - Frontiers in Computational …, 2023 - frontiersin.org
Simplicial complexes are mathematical constructions that describe higher-order interactions
within the interconnecting elements of a network. Such higher-order interactions become …

Physical approach of a neuron model with memristive membranes

Y Guo, F Wu, F Yang, J Ma - Chaos: An Interdisciplinary Journal of …, 2023 - pubs.aip.org
The membrane potential of a neuron is mainly controlled by the gradient distribution of
electromagnetic field and concentration diversity between intracellular and extracellular …

Estimation of the effect of magnetic field on a memristive neuron

F Wu, X Hu, J Ma - Applied Mathematics and Computation, 2022 - Elsevier
A cell's action potential can be induced by rapid pumping and changes in intracellular and
extracellular ions, and a magnetic field is generated to regulate neural activity effectively …

Stability of synchronization in simplicial complexes with multiple interaction layers

MS Anwar, D Ghosh - Physical Review E, 2022 - APS
Understanding how the interplay between higher-order and multilayer structures of
interconnections influences the synchronization behaviors of dynamical systems is a …

Coexistence of infinitely many patterns and their control in heterogeneous coupled neurons through a multistable memristive synapse

Z Njitacke Tabekoueng, S Shankar Muni… - … Journal of Nonlinear …, 2022 - pubs.aip.org
The phenomenon of hidden heterogeneous extreme multistability is rarely reported in
coupled neurons. This phenomenon is investigated in this contribution using a model of a …

Neuronal synchronization in time-varying higher-order networks

MS Anwar, D Ghosh - Chaos: An Interdisciplinary Journal of Nonlinear …, 2023 - pubs.aip.org
ABSTRACT A potential issue of interest is figuring out how the combination of temporal and
higher-order interactions influences the collective dynamics of the brain, specifically …

A novel memristive neuron model and its energy characteristics

Y Xie, Z Ye, X Li, X Wang, Y Jia - Cognitive Neurodynamics, 2024 - Springer
The functional neurons are basic building blocks of the nervous system and are responsible
for transmitting information between different parts of the body. However, it is less known …

A neuron model with nonlinear membranes

F Yang, Q Guo, J Ma - Cognitive Neurodynamics, 2024 - Springer
One-layer membrane separates the gradient field in and out of the cell, while some two-layer
membranes filled with excitable media/material are important to regulate the energy flow …