Noise correlations improve response fidelity and stimulus encoding

被引:101
作者
Cafaro, Jon [2 ]
Rieke, Fred [1 ,2 ]
机构
[1] Univ Washington, Howard Hughes Med Inst, Seattle, WA 98195 USA
[2] Univ Washington, Dept Physiol & Biophys, Seattle, WA 98195 USA
关键词
RETINAL GANGLION-CELLS; FEEDFORWARD INHIBITION; FIRING RATE; CORTEX; VARIABILITY; SELECTIVITY; EXCITATION; NEURONS; INFORMATION; INTEGRATION;
D O I
10.1038/nature09570
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
Computation in the nervous system often relies on the integration of signals from parallel circuits with different functional properties. Correlated noise in these inputs can, in principle, have diverse and dramatic effects on the reliability of the resulting computations(1-8). Such theoretical predictions have rarely been tested experimentally because of a scarcity of preparations that permit measurement of both the covariation of a neuron's input signals and the effect on a cell's output of manipulating such covariation. Here we introduce a method to measure covariation of the excitatory and inhibitory inputs a cell receives. This method revealed strong correlated noise in the inputs to two types of retinal ganglion cell. Eliminating correlated noise without changing other input properties substantially decreased the accuracy with which a cell's spike outputs encoded light inputs. Thus, covariation of excitatory and inhibitory inputs can be a critical determinant of the reliability of neural coding and computation.
引用
收藏
页码:964 / U363
页数:5
相关论文
共 32 条
[1]   The effect of correlated variability on the accuracy of a population code [J].
Abbott, LF ;
Dayan, P .
NEURAL COMPUTATION, 1999, 11 (01) :91-101
[2]   Neural correlations, population coding and computation [J].
Averbeck, BB ;
Latham, PE ;
Pouget, A .
NATURE REVIEWS NEUROSCIENCE, 2006, 7 (05) :358-366
[3]   RETINAL GANGLION CELLS RESPONDING SELECTIVELY TO DIRECTION + SPEED OF IMAGE MOTION IN RABBIT [J].
BARLOW, HB ;
HILL, RM ;
LEVICK, WR .
JOURNAL OF PHYSIOLOGY-LONDON, 1964, 173 (03) :377-&
[4]   Absence of spectrally specific lateral inputs to midget ganglion cells in primate retina [J].
Calkins, DJ ;
Sterling, P .
NATURE, 1996, 381 (6583) :613-615
[5]   Context-Dependent Changes in Functional Circuitry in Visual Area MT [J].
Cohen, Marlene R. ;
Newsome, William T. .
NEURON, 2008, 60 (01) :162-173
[6]   DENDRITIC FIELD SIZE AND MORPHOLOGY OF MIDGET AND PARASOL GANGLION-CELLS OF THE HUMAN RETINA [J].
DACEY, DM ;
PETERSEN, MR .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 1992, 89 (20) :9666-9670
[7]   Coding of visual information by precisely correlated spikes in the lateral geniculate nucleus [J].
Dan, Y ;
Alonso, JM ;
Usrey, WM ;
Reid, RC .
NATURE NEUROSCIENCE, 1998, 1 (06) :501-507
[8]   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
[9]   Light adaptation in cone vision involves switching between receptor and post-receptor sites [J].
Dunn, Felice A. ;
Lankheet, Martin J. ;
Rieke, Fred .
NATURE, 2007, 449 (7162) :603-U12
[10]   Somatosensory integration controlled by dynamic thalamocortical feed-forward inhibition [J].
Gabernet, L ;
Jadhav, SP ;
Feldman, DE ;
Carandini, M ;
Scanziani, M .
NEURON, 2005, 48 (02) :315-327