On synchronization in heterogeneous FitzHugh–Nagumo networks
SA Plotnikov, AL Fradkov - Chaos, Solitons & Fractals, 2019 - Elsevier
Biological systems are often composed of various heterogeneous units. It is an important
problem to investigate how this heterogeneity affects the network dynamics, namely …
problem to investigate how this heterogeneity affects the network dynamics, namely …
Effects of network topologies on stochastic resonance in feedforward neural network
The effects of network topologies on signal propagation are studied in noisy feedforward
neural network in detail, where the network topologies are modulated by changing both the …
neural network in detail, where the network topologies are modulated by changing both the …
Practical dynamic consensus of Stuart–Landau oscillators over heterogeneous networks
ABSTRACT In Panteley and Loria (2017), a framework for the study of synchronisation and
collective behaviour of networked heterogeneous systems was introduced. It was underlined …
collective behaviour of networked heterogeneous systems was introduced. It was underlined …
Effects of degree distributions on signal propagation in noisy feedforward neural networks
We focus on the effects of degree distributions on signal propagation in noisy feedforward
networks (FFNs) based on the FitzHugh–Nagumo neuron model. Three FFN topologies are …
networks (FFNs) based on the FitzHugh–Nagumo neuron model. Three FFN topologies are …
Effect of Degree Distribution on Signal Propagation Based on Heterogeneous High-frequency Stimuli in Feedforward Networks
B Xue, Y Qin, J Liu, Q Qin, C Han - Proceedings of the Fourth …, 2020 - dl.acm.org
In the feedforward neural network based on FHN neurons, heterogeneous high-frequency
signals have a promoting effect on weak low-frequency signals, and the influence of …
signals have a promoting effect on weak low-frequency signals, and the influence of …
Effects of Degree Distribution on Signal Propagation in the Heterogeneous Feedforward Neural Network
Y Qin, B Xue, H Zheng, C Han, Q Qin… - 2019 12th International …, 2019 - ieeexplore.ieee.org
Based on the heterogeneous feedforward neural network (FFN) model, we studied the effect
of degree distribution on signal propagation in the heterogeneous neural network. Three …
of degree distribution on signal propagation in the heterogeneous neural network. Three …