Noise correlations improve response fidelity and stimulus encoding

被引:102
|
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 50 条
  • [1] Noise correlations improve response fidelity and stimulus encoding
    Jon Cafaro
    Fred Rieke
    Nature, 2010, 468 : 964 - 967
  • [2] The Influence of Mexican Hat Recurrent Connectivity on Noise Correlations and Stimulus Encoding
    Meyer, Robert
    Ladenbauer, Josef
    Obermayer, Klaus
    FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2017, 11
  • [3] STIMULUS AND RESPONSE FIDELITY IN TEAM TRAINING
    BRIGGS, GE
    JOHNSTON, WA
    JOURNAL OF APPLIED PSYCHOLOGY, 1966, 50 (02) : 114 - &
  • [4] Object substitution masking, stimulus noise, and perceptual fidelity
    Pilling, Michael
    Guest, Duncan
    PERCEPTION, 2015, 44 : 323 - 323
  • [5] Effects of noise correlations on information encoding and decoding
    Averbeck, Bruno B.
    Lee, Daeyeol
    JOURNAL OF NEUROPHYSIOLOGY, 2006, 95 (06) : 3633 - 3644
  • [6] Extracting multidimensional stimulus-response correlations using hybrid encoding-decoding of neural activity
    Dmochowski, Jacek P.
    Ki, Jason J.
    DeGuzman, Paul
    Sajda, Paul
    Parra, Lucas C.
    NEUROIMAGE, 2018, 180 : 134 - 146
  • [7] ENCODING, STIMULUS-RESPONSE COMPATIBILITY, AND STAGES OF PROCESSING
    STANOVICH, KE
    PACHELLA, RG
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 1977, 3 (03) : 411 - 421
  • [8] Cortical Encoding of Signals in Noise: Effects of Stimulus Type and Recording Paradigm
    Billings, Curtis J.
    Bennett, Keri O.
    Molis, Michelle R.
    Leek, Marjorie R.
    EAR AND HEARING, 2011, 32 (01): : 53 - 60
  • [9] Stimulus-dependent variability and noise correlations in cortical MT neurons
    Ponce-Alvarez, Adrian
    Thiele, Alexander
    Albright, Thomas D.
    Stoner, Gene R.
    Deco, Gustavo
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (32) : 13162 - 13167
  • [10] Inverted Encoding Models Reconstruct an Arbitrary Model Response, Not the Stimulus
    Gardner, Justin L.
    Liu, Taosheng
    ENEURO, 2019, 6 (02)