Collective behavior in a two-layer neuronal network with time-varying chemical connections that are controlled by a Petri net

A Bahramian, F Parastesh, VT Pham… - … Journal of Nonlinear …, 2021 - pubs.aip.org
collective behavior of a multilayer neuronal network with different layers. The information
transmitted between the neurons … models and the dynamical population neurons. Considering …

From synaptic interactions to collective dynamics in random neuronal networks models: critical role of eigenvectors and transient behavior

E Gudowska-Nowak, MA Nowak, DR Chialvo… - Neural …, 2020 - direct.mit.edu
… Thus, in this letter, we consider FRV applications to understand the neuronal networks as
represented by the synaptic strength matrix. A direct application of FRV not only allows us to …

Review on chaotic dynamics of memristive neuron and neural network

H Lin, C Wang, Q Deng, C Xu, Z Deng, C Zhou - Nonlinear Dynamics, 2021 - Springer
… In this paper, we review the memristive neuron and neural network models from the
perspective of chaotic dynamics. In Sect. 2, we have given the basic concept of chaotic dynamics. …

The role of individual neuron ion conductances in the synchronization processes of neuron networks

BRR Boaretto, C Manchein, TL Prado, SR Lopes - Neural Networks, 2021 - Elsevier
… We conclude the analysis of the individual dynamics of isolated neurons allows the … the
collective behavior of the N neurons network, we integrate the membrane potential of all neurons

A review of computational models for gamma oscillation dynamics: from spiking neurons to neural masses

Z Liu, F Han, Q Wang - Nonlinear Dynamics, 2022 - Springer
… a review of recent … neuronal networks and neural mass models are powerful in providing
mechanistic insights, the simplicity of neural mass oscillators makes them amenable to dynamic

Dynamics on higher-order networks: A review

S Majhi, M Perc, D Ghosh - Journal of the Royal Society …, 2022 - royalsocietypublishing.org
… Here, we review these works, focusing in particular on the novel aspects of the dynamics
that emerges on higher-order networks. We cover a variety of dynamical processes that have …

Collective dynamics of adaptive memristor synapse-cascaded neural networks based on energy flow

S Zhang, C Wang, H Zhang, H Lin - Chaos, Solitons & Fractals, 2024 - Elsevier
… The collective dynamics regulated by the field energy has garnered significant attention
at the level of biological neuron networks, but this has not yet been involved in the brain-like …

Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review

C Bick, M Goodfellow, CR Laing… - The Journal of …, 2020 - Springer
… in answering: We include three explicit examples how these mean-field reductions can
be helpful in giving insights into the collective dynamics of (neuronal) oscillator networks. …

Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
… , and models describing neuronal dynamics. Secondly, we cover different types of … networks
and their topologies, including temporal networks, multilayer networks, and neural networks

Collective minds: social network topology shapes collective cognition

I Momennejad - … Transactions of the Royal Society B, 2022 - royalsocietypublishing.org
… predict the emergence and dynamics of collective knowledge in large networks. Decades
of … the science of complex networks that are brilliantly reviewed in earlier publications [29–33]. …