Rate-specific synchrony: Using noisy oscillations to detect equally active neurons

被引:20
作者
Markowitz, David A. [1 ,3 ]
Collman, Forrest [1 ,3 ]
Brody, Carlos D. [1 ,4 ]
Hopfield, John J. [1 ,3 ]
Tank, David W. [1 ,2 ,3 ,4 ]
机构
[1] Princeton Univ, Dept Mol Biol, Princeton, NJ 08544 USA
[2] Princeton Univ, Dept Phys, Princeton, NJ 08544 USA
[3] Princeton Univ, Lewis Sigler Inst Integrat Genom, Princeton, NJ 08544 USA
[4] Princeton Univ, Princeton Neurosci Inst, Princeton, NJ 08544 USA
关键词
gamma oscillations; neural code; neural computation;
D O I
10.1073/pnas.0803183105
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Although gamma frequency oscillations are common in the brain, their functional contributions to neural computation are not understood. Here we report-in vitro electrophysiological recordings to evaluate how noisy gamma frequency oscillatory input interacts with the overall activation level of a neuron to determine the precise timing of its action potentials. The experiments were designed to evaluate spike synchrony in a neural circuit architecture in which a population of neurons receives a common noisy gamma oscillatory synaptic drive while the firing rate of each individual neuron is determined by a slowly varying independent input. We demonstrate that similarity of firing rate is a major determinant of synchrony under common noisy oscillatory input: Near coincidence of spikes at similar rates gives way to substantial desynchronization at larger firing rate differences. Analysis of this rate-specific synchrony phenomenon reveals distinct spike timing "fingerprints" at different firing rates that emerge through a combination of phase shifting and abrupt changes in spike patterns. We further demonstrate that rate-specific synchrony permits robust detection of rate similarity in a population of neurons through synchronous activation of a postsynaptic neuron, supporting the biological plausibility of a Many Are Equal computation. Our results reveal that spatially coherent noisy oscillations, which are common throughout the brain, can generate previously unknown relationships among neural rate codes, noisy interspike 'intervals, and precise spike synchrony codes. All of these can coexist in a self-consistent manner because of rate-specific synchrony.
引用
收藏
页码:8422 / 8427
页数:6
相关论文
共 30 条
[1]   Olfactory reactions in the brain of the hedgehog [J].
Adrian, ED .
JOURNAL OF PHYSIOLOGY-LONDON, 1942, 100 (04) :459-473
[2]  
BAIR W, 1994, J NEUROSCI, V14, P2870
[3]  
BRAGIN A, 1995, J NEUROSCI, V15, P47
[4]   FREQUENCY-ANALYSIS OF OLFACTORY SYSTEM EEG IN CAT, RABBIT, AND RAT [J].
BRESSLER, SL ;
FREEMAN, WJ .
ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1980, 50 (1-2) :19-24
[5]   Simple networks for spike-timing-based computation, with application to olfactory processing [J].
Brody, CD ;
Hopfield, JJ .
NEURON, 2003, 37 (05) :843-852
[6]   Hippocampal network patterns of activity in the mouse [J].
Buzsáki, G ;
Buhl, DL ;
Harris, KD ;
Csicsvari, J ;
Czéh, B ;
Morozov, A .
NEUROSCIENCE, 2003, 116 (01) :201-211
[7]   Correlating whisker behavior with membrane potential in barrel cortex of awake mice [J].
Crochet, S ;
Petersen, CCH .
NATURE NEUROSCIENCE, 2006, 9 (05) :608-610
[8]   Spike timing-dependent plasticity of neural circuits [J].
Dan, Y ;
Poo, MM .
NEURON, 2004, 44 (01) :23-30
[9]   Correlation between neural spike trains increases with firing rate [J].
de la Rocha, Jaime ;
Doiron, Brent ;
Shea-Brown, Eric ;
Josic, Kresimir ;
Reyes, Alex .
NATURE, 2007, 448 (7155) :802-U6
[10]   Modulation of oscillatory neuronal synchronization by selective visual attention [J].
Fries, P ;
Reynolds, JH ;
Rorie, AE ;
Desimone, R .
SCIENCE, 2001, 291 (5508) :1560-1563