Dynamics of spiking neurons with electrical coupling

Citation
Cc. Chow et N. Kopell, Dynamics of spiking neurons with electrical coupling, NEURAL COMP, 12(7), 2000, pp. 1643-1678
Citations number
42
Categorie Soggetti
Neurosciences & Behavoir","AI Robotics and Automatic Control
Journal title
NEURAL COMPUTATION
ISSN journal
08997667 → ACNP
Volume
12
Issue
7
Year of publication
2000
Pages
1643 - 1678
Database
ISI
SICI code
0899-7667(200007)12:7<1643:DOSNWE>2.0.ZU;2-G
Abstract
We analyze the existence and stability of phase-locked states of neurons co upled electrically with gap junctions. We show that spike shape and size, a long with driving current (which affects network frequency), play a large r ole in which phase-locked modes exist and are stable. Our theory makes pred ictions about biophysical models using spikes of different shapes, and we p resent simulations to confirm the predictions. We also analyze a large syst em of all-to-all coupled neurons and show that the splay-phase state can ex ist only for a certain range of frequencies.