Studying multi-frequency multilayer brain network via deep learning for EEG-based epilepsy detection

W Dang, D Lv, L Rui, Z Liu, G Chen… - IEEE sensors journal, 2021 - ieeexplore.ieee.org
Epilepsy makes the patients suffer great pain and has a very bad impact on daily life. In this
paper, a novel method is proposed to implement electroencephalogram (EEG)-based …

Multilayer network-based CNN model for emotion recognition

WD Dang, DM Lv, RM Li, LG Rui, ZY Yang… - … Journal of Bifurcation …, 2022 - World Scientific
Human emotions are an important part in daily life. In this paper, a novel multilayer network-
based convolutional neural network (CNN) model is proposed for emotion recognition, from …

A node-based SIRS epidemic model on two-layer interconnected networks: Dynamical analysis of interplay between layers

L Tang, R Shen, X Pan - Journal of the Franklin Institute, 2024 - Elsevier
From the micro-level perspective of individuals, this paper proposes a node-based SIRS
epidemic model on two-layer networks, and investigates the stability of the equilibrium in the …

Unique superdiffusion induced by directionality in multiplex networks

X Wang, A Tejedor, Y Wang, Y Moreno - New Journal of Physics, 2021 - iopscience.iop.org
The multilayer network framework has served to describe and uncover a number of novel
and unforeseen physical behaviors and regimes in interacting complex systems. However …

Social diffusion dynamics in cyber–physical–human systems

L Zino, M Cao - Cyber–Physical–Human Systems …, 2023 - Wiley Online Library
Social change occurs when individuals collectively adopt a novel alternative over the status
quo in a process known as social diffusion. Aside from works focusing on empirical data and …

Information transfer pathways: signal propagation in complex global topologies

Q Hu, XD Zhang - Physica Scripta, 2024 - iopscience.iop.org
In the real world, many dynamic behaviors can be explained by the propagation of
perturbations, such as the transfer of chemical signals and the spread of infectious diseases …

[HTML][HTML] Contagion dynamics in multilevel and structured populations

D Lu - 2021 - dialnet.unirioja.es
Existen numerosos procesos de contagio sobre redes, como la propagación de epidemias,
los rumores, la información u otros fenómenos no lineales propios de los sistemas …

[PDF][PDF] Networks, Epidemics and Collective Behavior: from Physics to Data Science

Y Moreno Vega, S Meloni - core.ac.uk
In the final quarter of the XX century the classical reductionist approach that had been
driving the development of physics was questioned. Instead, it was proposed that systems …