… Thus, in this letter, we consider FRV applications to understand the neuronalnetworks as represented by the synaptic strength matrix. A direct application of FRV not only allows us to …
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. …
… We conclude the analysis of the individual dynamics of isolated neurons allows the … the collectivebehavior of the N neuronsnetwork, we integrate the membrane potential of all neurons …
Z Liu, F Han, Q Wang - Nonlinear Dynamics, 2022 - Springer
… a review of recent … neuronalnetworks and neural mass models are powerful in providing mechanistic insights, the simplicity of neural mass oscillators makes them amenable to dynamic …
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 …
S Zhang, C Wang, H Zhang, H Lin - Chaos, Solitons & Fractals, 2024 - Elsevier
… The collectivedynamics regulated by the field energy has garnered significant attention at the level of biological neuronnetworks, but this has not yet been involved in the brain-like …
… in answering: We include three explicit examples how these mean-field reductions can be helpful in giving insights into the collectivedynamics of (neuronal) oscillator networks. …
… , and models describing neuronaldynamics. Secondly, we cover different types of … networks and their topologies, including temporal networks, multilayer networks, and neural networks…
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]. …