Dynamics of two mutually coupled slow inhibitory neurons

被引:141
作者
Terman, D
Kopell, N
Bose, A
机构
[1] Ohio State Univ, Dept Math, Columbus, OH 43210 USA
[2] Boston Univ, Dept Math, Boston, MA 02215 USA
[3] Boston Univ, Ctr BioDynam, Boston, MA 02215 USA
[4] New Jersey Inst Technol, Ctr Appl Math & Stat, Dept Math, Newark, NJ 07102 USA
基金
美国国家科学基金会;
关键词
oscillations; inhibition; synchronization;
D O I
10.1016/S0167-2789(97)00312-6
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Inhibition in oscillatory networks of neurons can have apparently paradoxical effects, sometimes creating dispersion of phases, sometimes fostering synchrony in the network. We analyze a pair of biophysically modeled neurons and show how the rates of onset and decay of inhibition interact with the timescales of the intrinsic oscillators to determine when stable synchrony is possible. We show that there are two different regimes in parameter space in which different combinations of the time constants and other parameters regulate whether the synchronous state is stable. We also discuss the construction and stability of nonsynchronous solutions, and the implications of the analysis for larger networks. The analysis uses geometric techniques of singular perturbation theory that allow one to combine estimates from slow flows and fast jumps. Copyright (C) 1998 Elsevier Science B.V.
引用
收藏
页码:241 / 275
页数:35
相关论文
共 34 条
  • [1] Inhibition synchronizes sparsely connected cortical neurons within and between columns in realistic network models
    Bush, P
    Sejnowski, T
    [J]. JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 1996, 3 (02) : 91 - 110
  • [2] CHOW CC, IN PRESS PHASELOCKIN
  • [3] A MODEL OF SPINDLE RHYTHMICITY IN THE ISOLATED THALAMIC RETICULAR NUCLEUS
    DESTEXHE, A
    CONTRERAS, D
    SEJNOWSKI, TJ
    STERIADE, M
    [J]. JOURNAL OF NEUROPHYSIOLOGY, 1994, 72 (02) : 803 - 818
  • [4] SYNCHRONIZATION INDUCED BY TEMPORAL DELAYS IN PULSE-COUPLED OSCILLATORS
    ERNST, U
    PAWELZIK, K
    GEISEL, T
    [J]. PHYSICAL REVIEW LETTERS, 1995, 74 (09) : 1570 - 1573
  • [5] FRIESEN WO, 1994, NEUROSCI BIOBEHAV R, V18, P547
  • [6] What matters in neuronal locking?
    Gerstner, W
    vanHemmen, JL
    Cowan, JD
    [J]. NEURAL COMPUTATION, 1996, 8 (08) : 1653 - 1676
  • [7] DYNAMICS OF GLOBALLY COUPLED INHIBITORY NEURONS WITH HETEROGENEITY
    GOLOMB, D
    RINZEL, J
    [J]. PHYSICAL REVIEW E, 1993, 48 (06): : 4810 - 4814
  • [8] CLUSTERING IN GLOBALLY COUPLED INHIBITORY NEURONS
    GOLOMB, D
    RINZEL, J
    [J]. PHYSICA D, 1994, 72 (03): : 259 - 282
  • [9] GOLOMB D, 1994, J NEUROPHYSIOL, P72
  • [10] SWITCHING OF A NEURON FROM ONE NETWORK TO ANOTHER BY SENSORY-INDUCED CHANGES IN MEMBRANE-PROPERTIES
    HOOPER, SL
    MOULINS, M
    [J]. SCIENCE, 1989, 244 (4912) : 1587 - 1589