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Preprint Sep 2026

Stochastic Dynamics of Large-Scale Motif-Embedded Spiking Neuronal Networks

We examine how local motif structure and global network topology jointly shape spiking dynamics in stochastic neuronal networks. Using networks of Izhikevich neurons with Erd\H{o}s-R\'enyi (ER) and scale-free (SF) background connectivity, we compare motif-embedded networks with synapse-count-matched, non-motif controls...

G. Jagdev, Richard Bertram, Na Yu · 0 citations
Preprint Sep 2026

Stochastic dynamics and synchronization in motif-based neuronal networks

Neuronal networks exhibit complex dynamics shaped by connectivity and stochastic input. Empirical studies show that neuronal networks contain recurring subgraphs, or motifs, but the collective influence of different motif types after embedding in large stochastic networks remains less well understood. We construct a sp...

G. Jagdev, Yi-Fei Lu, Richard Bertram et al. · 0 citations

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