Eva Kaslik, Anca Rădulescu, Anca Stanoev
arXiv
Abstract
BibTeX
@misc{KaslikRadulescuStanoev_ARXIV_2026,
title = {
A Distributed-delay Wilson-Cowan Model of Sleep-related Rhythms in the
Corticothalamic System
},
author = {Eva Kaslik and Anca Radulescu and Anca Stanoev},
year = 2026,
url = {https://arxiv.org/abs/2609.00520},
doi = {10.48550/arXiv.2609.00520},
eprint = {2609.00520},
archiveprefix = {arXiv},
primaryclass = {q-bio.NC},
abstract = {
The corticothalamic circuit supports rhythms with timescales that differ by
orders of magnitude: sleep spindles, the sigma-band events of
non-rapid-eye-movement (NREM) sleep, and infra-slow fluctuations near
0.02Hz that organize when spindles occur. Because the anatomy is the same
in both cases, architecture alone cannot determine which rhythm the circuit
expresses. We ask whether the temporal structure of the circuit's own
feedback can. In a four-population Wilson–Cowan model comprising cortical
excitatory and inhibitory populations, thalamic relay cells, and the
thalamic reticular nucleus (TRN), we first establish how connectivity
controls access to oscillatory behavior, and then introduce temporal
coupling as either a weak Gamma distributed delay or a discrete delay. We
investigate three distinct connectivity levels: recurrent cortical
excitation gates whether the circuit can oscillate at all, the reciprocal
relay-TRN pair determines where the oscillation lies and how it is
configured, sustained, and terminated, and reticular self-inhibition limits
its extent. We then examine how these connectivity-dependent regimes are
affected by delayed coupling. Although delay does not change the equilibria
themselves, it can substantially alter their stability and the organization
of the resulting oscillatory dynamics. Under weak Gamma integration, short
delays support spindle-compatible oscillations in the sigma band, while
longer delays give rise to a much slower regime near 0.02Hz. The
discrete-delay formulation produces a qualitatively different and more
complex bifurcation structure. Together, these results show that the
dynamics of the corticothalamic circuit depend not only on its
connectivity, but also on the temporal organization of interactions within
the circuit.
},
}