Shunting inhibition does not have a divisive effect on firing rates

被引:196
作者
Holt, GR
Koch, C
机构
[1] Computation and Neural Syst. Program, California Institute of Technology, Pasadena
关键词
D O I
10.1162/neco.1997.9.5.1001
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Shunting inhibition, a conductance increase with a reversal potential close to the resting potential of the cell, has been shown to have a divisive effect on subthreshold excitatory postsynaptic potential amplitudes. It has therefore been assumed to have the same divisive effect on firing rates. We show that shunting inhibition actually has a subtractive effect on the firing rate in most circumstances. Averaged over several interspike intervals, the spiking mechanism effectively clamps the somatic membrane potential to a value significantly above the resting potential, so that the current through the shunting conductance is approximately independent of the firing rate. This leads to a subtractive rather than a divisive effect. In addition, at distal synapses, shunting inhibition will also have an approximately subtractive effect if the excitatory conductance is not small compared to the inhibitory conductance. Therefore regulating a cell's passive membrane conductance-for instance, via massive feedback-is not an adequate mechanism for normalizing or scaling its output.
引用
收藏
页码:1001 / 1013
页数:13
相关论文
共 30 条
[1]   REALISTIC SYNAPTIC INPUTS FOR MODEL NEURAL NETWORKS [J].
ABBOTT, LF .
NETWORK-COMPUTATION IN NEURAL SYSTEMS, 1991, 2 (03) :245-258
[2]   MOTION SELECTIVITY AND THE CONTRAST-RESPONSE FUNCTION OF SIMPLE CELLS IN THE VISUAL-CORTEX [J].
ALBRECHT, DG ;
GEISLER, WS .
VISUAL NEUROSCIENCE, 1991, 7 (06) :531-546
[3]  
BERMAN NJ, 1992, PROG BRAIN RES, V90, P443
[4]   SYNAPTIC BACKGROUND ACTIVITY INFLUENCES SPATIOTEMPORAL INTEGRATION IN SINGLE PYRAMIDAL CELLS [J].
BERNANDER, O ;
DOUGLAS, RJ ;
MARTIN, KAC ;
KOCH, C .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1991, 88 (24) :11569-11573
[5]   AMPLIFICATION AND LINEARIZATION OF DISTAL SYNAPTIC INPUT TO CORTICAL PYRAMIDAL CELLS [J].
BERNANDER, O ;
KOCH, C ;
DOUGLAS, RJ .
JOURNAL OF NEUROPHYSIOLOGY, 1994, 72 (06) :2743-2753
[6]  
BERNANDEX O, 1993, THESIS CALTECH PASAD
[7]   ARITHMETICAL OPERATIONS PERFORMED BY NERVE-CELLS [J].
BLOMFIELD, S .
BRAIN RESEARCH, 1974, 69 (01) :115-124
[8]   SUMMATION AND DIVISION BY NEURONS IN PRIMATE VISUAL-CORTEX [J].
CARANDINI, M ;
HEEGER, DJ .
SCIENCE, 1994, 264 (5163) :1333-1336
[9]   2 INHIBITORY POSTSYNAPTIC POTENTIALS, AND GABAA AND GABAB RECEPTOR-MEDIATED RESPONSES IN NEOCORTEX OF RAT AND CAT [J].
CONNORS, BW ;
MALENKA, RC ;
SILVA, LR .
JOURNAL OF PHYSIOLOGY-LONDON, 1988, 406 :443-468
[10]   AN INTRACELLULAR ANALYSIS OF THE VISUAL RESPONSES OF NEURONS IN CAT VISUAL-CORTEX [J].
DOUGLAS, RJ ;
MARTIN, KAC ;
WHITTERIDGE, D .
JOURNAL OF PHYSIOLOGY-LONDON, 1991, 440 :659-696