Ultrafast Population Encoding by Cortical Neurons

被引:69
|
作者
Tchumatchenko, Tatjana [2 ,3 ,4 ]
Malyshev, Aleksey [5 ]
Wolf, Fred [2 ,3 ]
Volgushev, Maxim [1 ,5 ,6 ]
机构
[1] Univ Connecticut, Dept Psychol, Unit 1020, Storrs, CT 06269 USA
[2] Max Planck Inst Dynam & Self Org, D-37073 Gottingen, Germany
[3] Bernstein Ctr Computat Neurosci, D-37073 Gottingen, Germany
[4] Collaborat Res Ctr 889 Cellular Mech Sensory Proc, D-37075 Gottingen, Germany
[5] Russian Acad Sci, Inst Higher Nervous Act & Neurophysiol, Moscow 117485, Russia
[6] Ruhr Univ Bochum, Dept Neurophysiol, D-44801 Bochum, Germany
来源
JOURNAL OF NEUROSCIENCE | 2011年 / 31卷 / 34期
基金
俄罗斯基础研究基金会;
关键词
DYNAMICAL RESPONSE PROPERTIES; SUBTHRESHOLD VOLTAGE NOISE; CAT VISUAL-CORTEX; NEOCORTICAL NEURONS; IN-VIVO; PYRAMIDAL NEURONS; SPIKE GENERATION; CELLS; TRANSMISSION; MECHANISMS;
D O I
10.1523/JNEUROSCI.2182-11.2011
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The processing speed of the brain depends on the ability of neurons to rapidly relay input changes. Previous theoretical and experimental studies of the timescale of population firing rate responses arrived at controversial conclusions, some advocating an ultrafast response scale but others arguing for an inherent disadvantage of mean encoded signals for rapid detection of the stimulus onset. Here we assessed the timescale of population firing rate responses of neocortical neurons in experiments performed in the time domain and the frequency domain in vitro and in vivo. We show that populations of neocortical neurons can alter their firing rate within 1 ms in response to somatically delivered weak current signals presented on a fluctuating background. Signals with amplitudes of miniature postsynaptic currents can be robustly and rapidly detected in the population firing. We further show that population firing rate of neurons of rat visual cortex in vitro and cat visual cortex in vivo can reliably encode weak signals varying at frequencies up to similar to 200-300 Hz, or similar to 50 times faster than the firing rate of individual neurons. These results provide coherent evidence for the ultrafast, millisecond timescale of cortical population responses. Notably, fast responses to weak stimuli are limited to the mean encoding. Rapid detection of current variance changes requires extraordinarily large signal amplitudes. Our study presents conclusive evidence showing that cortical neurons are capable of rapidly relaying subtle mean current signals. This provides a vital mechanism for the propagation of rate-coded information within and across brain areas.
引用
收藏
页码:12171 / 12179
页数:9
相关论文
共 50 条
  • [1] DYNAMICS OF ENCODING IN A POPULATION OF NEURONS
    KNIGHT, BW
    [J]. JOURNAL OF GENERAL PHYSIOLOGY, 1972, 59 (06): : 734 - &
  • [2] Temporal encoding of visual features by cortical neurons
    Optican, LM
    McClurkin, JW
    [J]. ADVANCES IN PROCESSING AND PATTERN ANALYSIS OF BIOLOGICAL SIGNALS, 1996, : 195 - 204
  • [3] Temporal encoding of movement in motor cortical neurons
    Pruszynski, J. Andrew
    Coderre, Angela M.
    Lillicrap, Timothy P.
    Kurtzer, Isaac
    [J]. JOURNAL OF NEUROSCIENCE, 2007, 27 (38): : 10076 - 10077
  • [4] Optimal encoding of binocular images by cortical neurons
    Hibbard, P. B.
    Scarfe, P.
    Goutcher, R.
    Hunter, D. W.
    [J]. PERCEPTION, 2015, 44 (04) : 458 - 458
  • [5] Stimulus encoding by specific inactivation of cortical neurons
    Perez-Ortega, Jesus
    Akrouh, Alejandro
    Yuste, Rafael
    [J]. NATURE COMMUNICATIONS, 2024, 15 (01)
  • [6] Dynamic Encoding of Movement Direction in Motor Cortical Neurons
    Rickert, Joern
    Riehle, Alexa
    Aertsen, Ad
    Rotter, Stefan
    Nawrot, Martin P.
    [J]. JOURNAL OF NEUROSCIENCE, 2009, 29 (44): : 13870 - 13882
  • [7] Encoding and decoding of analog signals with a population of neurons
    Nenadic, Z
    Ghosh, BK
    [J]. MATHEMATICAL AND COMPUTER MODELLING, 2004, 39 (2-3) : 181 - 196
  • [8] Population Encoding With Hodgkin-Huxley Neurons
    Lazar, Aurel A.
    [J]. IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (02) : 821 - 837
  • [9] Encoding of Predictable and Unpredictable Stimuli by Inferior Temporal Cortical Neurons
    Kumar, Susheel
    Kaposvari, Peter
    Vogels, Rufin
    [J]. JOURNAL OF COGNITIVE NEUROSCIENCE, 2017, 29 (08) : 1445 - 1454
  • [10] Interval timing and the encoding of signal duration by ensembles of cortical and striatal neurons
    Matell, MS
    Meck, WH
    Nicolelis, MAL
    [J]. BEHAVIORAL NEUROSCIENCE, 2003, 117 (04) : 760 - 773