The combined effects of inhibitory and electrical synapses in synchrony

被引:85
|
作者
Pfeuty, B [1 ]
Mato, G
Golomb, D
Hansel, D
机构
[1] Univ Paris 05, F-75270 Paris 06, France
[2] Comis Nacl Energia Atom, RA-1429 Buenos Aires, DF, Argentina
[3] Consejo Nacl Invest Cient & Tecn, Ctr Atom Bariloche, San Carlos De Bariloche, Rio Negro, Argentina
[4] Ben Gurion Univ Negev, Fac Hlth Sci, Dept Physiol, IL-84105 Beer Sheva, Israel
[5] Ben Gurion Univ Negev, Fac Hlth Sci, Zlotowski Ctr Neurosci, IL-84105 Beer Sheva, Israel
[6] Univ Paris 05, F-75270 Paris 06, France
[7] Hebrew Univ Jerusalem, Interdisciplinary Ctr Neural Computat, IL-91904 Jerusalem, Israel
关键词
D O I
10.1162/0899766053019917
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recent experimental results have shown that GABAergic interneurons in the central nervous system are frequently connected via electrical synapses. Hence, depending on the area or the subpopulation, interneurons interact via inhibitory synapses or electrical synapses alone or via both types of interactions. The theoretical work presented here addresses the significance of these different modes of interactions for the interneuron networks dynamics. We consider the simplest system in which this issue can be investigated in models or in experiments: a pair of neurons, interacting via electrical synapses, inhibitory synapses, or both, and activated by the injection of a noisy external current. Assuming that the couplings and the noise are weak, we derive an analytical expression relating the cross-correlation ( CC) of the activity of the two neurons to the phase response function of the neurons. When electrical and inhibitory interactions are not too strong, they combine their effect in a linear manner. In this regime, the effect of electrical and inhibitory interactions when combined can be deduced knowing the effects of each of the interactions separately. As a consequence, depending on intrinsic neuronal properties, electrical and inhibitory synapses may cooperate, both promoting synchrony, or may compete, with one promoting synchrony while the other impedes it. In contrast, for sufficiently strong couplings, the two types of synapses combine in a nonlinear fashion. Remarkably, we find that in this regime, combining electrical synapses with inhibition amplifies synchrony, whereas electrical synapses alone would desynchronize the activity of the neurons. We apply our theory to predict how the shape of the CC of two neurons changes as a function of ionic channel conductances, focusing on the effect of persistent sodium conductance, of the firing rate of the neurons and the nature and the strength of their interactions. These predictions may be tested using dynamic clamp techniques.
引用
收藏
页码:633 / 670
页数:38
相关论文
共 50 条
  • [1] Autaptic effects on synchrony of neurons coupled by electrical synapses
    Kim, Youngtae
    JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2017, 71 (01) : 63 - 69
  • [2] Autaptic effects on synchrony of neurons coupled by electrical synapses
    Youngtae Kim
    Journal of the Korean Physical Society, 2017, 71 : 63 - 69
  • [3] Electrical Synapses and synchrony: The role of intrinsic currents
    Pfeuty, B
    Mato, G
    Golomb, D
    Hansel, D
    JOURNAL OF NEUROSCIENCE, 2003, 23 (15): : 6280 - 6294
  • [4] Electrical synapses: Beyond speed and synchrony to computation
    Marder, E
    CURRENT BIOLOGY, 1998, 8 (22) : R795 - R797
  • [5] Stochastic synchrony of chaos in a pulse-coupled neural network with both chemical and electrical synapses among inhibitory neurons
    Kanamaru, Takashi
    Aihara, Kazuyuki
    NEURAL COMPUTATION, 2008, 20 (08) : 1951 - 1972
  • [6] Electrical synapses and the development of inhibitory circuits in the thalamus
    Zolnik, Timothy A.
    Connors, BarryW.
    JOURNAL OF PHYSIOLOGY-LONDON, 2016, 594 (10): : 2579 - 2592
  • [7] Combined effect of chemical and electrical synapses in coupled inhibitory neurons results in emergence of persistent activity
    Raghavan, Janaki
    Vytheeswaran, Adityapuram Sivaraman
    JOURNAL OF COMPUTATIONAL NEUROSCIENCE, 2021, 49 (SUPPL 1) : S196 - S197
  • [8] Synchrony of fast-spiking interneurons interconnected by GABAergic and electrical synapses
    Nomura, M
    Fukai, T
    Aoyagi, T
    NEURAL COMPUTATION, 2003, 15 (09) : 2179 - 2198
  • [9] Synchrony of fast-spiking interneurons interconnected by gabaergic and electrical synapses
    Nomura, M
    Fukai, T
    Aoyagi, T
    ICONIP'02: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING: COMPUTATIONAL INTELLIGENCE FOR THE E-AGE, 2002, : 1612 - 1616
  • [10] Electrical synapses and synchrony: The role of instrinsic currents (pg 6280, 2003)
    Pfeuty, B
    Mato, G
    Golomb, D
    Hansel, D
    JOURNAL OF NEUROSCIENCE, 2003, 23 (18): : 7237 - 7237