EFFECTS OF INPUT SYNCHRONY ON THE FIRING RATE OF A 3-CONDUCTANCE CORTICAL NEURON MODEL

被引:66
作者
MURTHY, VN
FETZ, EE
机构
[1] UNIV WASHINGTON,DEPT PHYSIOL & BIOPHYS,SEATTLE,WA 98195
[2] UNIV WASHINGTON,REG PRIMATE RES CTR,SEATTLE,WA 98195
关键词
D O I
10.1162/neco.1994.6.6.1111
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
For a model cortical neuron with three active conductances, we studied the dependence of the firing rate on the degree of synchrony in its synaptic inputs. The effect of synchrony was determined as a function of three parameters: number of inputs, average input frequency, and the synaptic strength (maximal unitary conductance change). Synchrony alone could increase the cell's firing rate when the product of these three parameters was below a critical value. But for higher values of the three parameters, synchrony could reduce firing rate. Instantaneous responses to time-varying input firing rates were close to predictions from steady-state responses when input synchrony was high, but fell below steady-slate responses when input synchrony was low. Effectiveness of synaptic transmission, measured by the peak area of cross-correlations between input and output spikes, increased with increasing synchrony.
引用
收藏
页码:1111 / 1126
页数:16
相关论文
共 27 条
[1]  
ABELES M, 1982, ISRAEL J MED SCI, V18, P83
[2]  
Abeles M., 1991, CORTICONICS NEURAL C, DOI DOI 10.1017/CBO9780511574566
[3]   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
[4]   THE EFFECT OF SYNCHRONIZED INPUTS AT THE SINGLE NEURON LEVEL [J].
BERNANDER, O ;
KOCH, C ;
USHER, M .
NEURAL COMPUTATION, 1994, 6 (04) :622-641
[5]   FAST FRONTO-PARIETAL RHYTHMS DURING COMBINED FOCUSED ATTENTIVE BEHAVIOR AND IMMOBILITY IN CAT - CORTICAL AND THALAMIC LOCALIZATIONS [J].
BOUYER, JJ ;
MONTARON, MF ;
ROUGEUL, A .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1981, 51 (03) :244-252
[6]  
BUSH PC, 1993, COMPUTATION AND NEURAL SYSTEMS, P97
[7]  
Chen D.-F., 1993, Society for Neuroscience Abstracts, V19, P781
[8]   COHERENT OSCILLATIONS - A MECHANISM OF FEATURE LINKING IN THE VISUAL-CORTEX - MULTIPLE ELECTRODE AND CORRELATION ANALYSES IN THE CAT [J].
ECKHORN, R ;
BAUER, R ;
JORDAN, W ;
BROSCH, M ;
KRUSE, W ;
MUNK, M ;
REITBOECK, HJ .
BIOLOGICAL CYBERNETICS, 1988, 60 (02) :121-130
[9]   SYNCHRONIZATION OF OSCILLATORY NEURONAL RESPONSES BETWEEN STRIATE AND EXTRASTRIATE VISUAL CORTICAL AREAS OF THE CAT [J].
ENGEL, AK ;
KREITER, AK ;
KONIG, P ;
SINGER, W .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1991, 88 (14) :6048-6052
[10]  
FETZ E, 1991, CEREB CORTEX, V9, P1