Subtractive and divisive inhibition: Effect of voltage-dependent inhibitory conductances and noise

被引:77
作者
Doiron, B [1 ]
Longtin, AAE
Berman, N
Maler, L
机构
[1] Univ Ottawa, Dept Phys, Ottawa, ON K1N 6N5, Canada
[2] Univ Ottawa, Dept Cellular & Mol Med, Ottawa, ON K1H 8M5, Canada
关键词
D O I
10.1162/089976601300014691
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The influence of voltage-dependent inhibitory conductances on firing rate versus input current (f-I) curves is studied using simulations from a new compartmental model of a pyramidal cell of the weakly electric fish Apteronotus leptorhynchus. The voltage dependence of shunting-type inhibition enhances the subtractive effect of inhibition on f-I curves previously demonstrated in Holt and Koch (1997) for the voltage-independent case. This increased effectiveness is explained using the behavior of the average subthreshold voltage with input current and, in particular, the nonlinearity of Ohm's law in the subthreshold regime. Our simulations also reveal, for both voltage-dependent and -independent inhibitory conductances, a divisive inhibition regime at low frequencies (f < 40 Hz). This regime, dependent on stochastic inhibitory synaptic input and a coupling of inhibitory strength and variance, gives way to subtractive inhibition at higher-output frequencies (f > 40 Hz). A simple leaky integrate-and-fire type model that incorporates the voltage dependence supports the results from our full ionic simulations.
引用
收藏
页码:227 / 248
页数:22
相关论文
共 34 条
[1]  
Abbott LF, 1997, SCIENCE, V275, P220, DOI 10.1126/science.275.5297.221
[2]   REALISTIC SYNAPTIC INPUTS FOR MODEL NEURAL NETWORKS [J].
ABBOTT, LF .
NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1991, 2 (03) :245-258
[3]  
[Anonymous], 1992, SINGLE NEURON COMPUT
[4]  
[Anonymous], 1962, Introduction to Nonlinear and Differential Integral Equations
[5]   MORPHOLOGICAL CORRELATES OF PYRAMIDAL CELL ADAPTATION RATE IN THE ELECTROSENSORY LATERAL LINE LOBE OF WEAKLY ELECTRIC FISH [J].
BASTIAN, J ;
COURTRIGHT, J .
JOURNAL OF COMPARATIVE PHYSIOLOGY A-SENSORY NEURAL AND BEHAVIORAL PHYSIOLOGY, 1991, 168 (04) :393-407
[6]   Interaction of GABAB-mediated inhibition with voltage-gated currents of pyramidal cells:: Computational mechanism of a sensory searchlight [J].
Berman, NJ ;
Maler, L .
JOURNAL OF NEUROPHYSIOLOGY, 1998, 80 (06) :3197-3213
[7]   Distal versus proximal inhibitory shaping of feedback excitation in the electrosensory lateral line lobe: Implications for sensory filtering [J].
Berman, NJ ;
Maler, L .
JOURNAL OF NEUROPHYSIOLOGY, 1998, 80 (06) :3214-3232
[8]  
Berman NJ, 1999, J EXP BIOL, V202, P1243
[9]   Inhibition evoked from primary afferents in the electrosensory lateral line lobe of the weakly electric fish (Apteronotus leptorhynchus) [J].
Berman, NJ ;
Maler, L .
JOURNAL OF NEUROPHYSIOLOGY, 1998, 80 (06) :3173-3196
[10]   Excitatory amino acid receptors at a feedback pathway in the electrosensory system: Implications for the searchlight hypothesis [J].
Berman, NJ ;
Plant, J ;
Turner, RW ;
Maler, L .
JOURNAL OF NEUROPHYSIOLOGY, 1997, 78 (04) :1869-1881