Activity patterns in ring networks of quadratic integrate-and-fire neurons with synaptic and gap junction coupling

被引:2
作者
Omel'chenko, Oleh E. [1 ]
Laing, Carlo R. [2 ]
机构
[1] Univ Potsdam, Inst Phys & Astron, Karl Liebknecht Str 24-25, D-14476 Potsdam, Germany
[2] Massey Univ, Sch Math & Computat Sci, Private Bag 102-904 NSMC, Auckland, New Zealand
关键词
TRAVELING PULSES; WAVES; DYNAMICS; BUMPS; DELAY; MODEL;
D O I
10.1103/PhysRevE.110.034411
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
We consider a ring network of quadratic integrate-and-fire neurons with nonlocal synaptic and gap junction coupling. The corresponding neural field model supports solutions such as standing and traveling waves, and also lurching waves. We show that many of these solutions satisfy self-consistency equations which can be used to follow them as parameters are varied. We perform numerical bifurcation analysis of the neural field model, concentrating on the effects of varying gap junction coupling strength. Our methods are generally applicable to a wide variety of networks of quadratic integrate-and-fire neurons.
引用
收藏
页数:16
相关论文
共 47 条
[1]   DYNAMICS OF PATTERN FORMATION IN LATERAL-INHIBITION TYPE NEURAL FIELDS [J].
AMARI, SI .
BIOLOGICAL CYBERNETICS, 1977, 27 (02) :77-87
[2]   Traveling spiral wave chimeras in coupled oscillator systems: emergence, dynamics, and transitions [J].
Bataille-Gonzalez, M. ;
Clerc, M. G. ;
Knobloch, E. ;
Omel'chenko, O. E. .
NEW JOURNAL OF PHYSICS, 2023, 25 (10)
[3]   Laminar Neural Field Model of Laterally Propagating Waves of Orientation Selectivity [J].
Bressloff, Paul C. ;
Carroll, Samuel R. .
PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (10)
[4]   Neural field model of binocular rivalry waves [J].
Bressloff, Paul C. ;
Webber, Matthew A. .
JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2012, 32 (02) :233-252
[5]   Spatiotemporal dynamics of continuum neural fields [J].
Bressloff, Paul C. .
JOURNAL OF PHYSICS A-MATHEMATICAL AND THEORETICAL, 2012, 45 (03)
[6]   Mean-Field Models for EEG/MEG: From Oscillations to Waves [J].
Byrne, Aine ;
Ross, James ;
Nicks, Rachel ;
Coombes, Stephen .
BRAIN TOPOGRAPHY, 2022, 35 (01) :36-53
[7]   Next-generation neural field model: The evolution of synchrony within patterns and waves [J].
Byrne, Aine ;
Avitabile, Daniele ;
Coombes, Stephen .
PHYSICAL REVIEW E, 2019, 99 (01)
[8]   Mobius transformations and periodic solutions of complex Riccati equations [J].
Campos, J .
BULLETIN OF THE LONDON MATHEMATICAL SOCIETY, 1997, 29 :205-215
[9]   Synaptic mechanisms and network dynamics underlying spatial working memory in a cortical network model [J].
Compte, A ;
Brunel, N ;
Goldman-Rakic, PS ;
Wang, XJ .
CEREBRAL CORTEX, 2000, 10 (09) :910-923
[10]   Waves, bumps, and patterns in neural field theories [J].
Coombes, S .
BIOLOGICAL CYBERNETICS, 2005, 93 (02) :91-108