Prediction error and repetition suppression have distinct effects on neural representations of visual information

被引:36
|
作者
Tang, Matthew F. [1 ,2 ]
Smout, Cooper A. [1 ,2 ]
Arabzadeh, Ehsan [2 ,3 ]
Mattingley, Jason B. [1 ,2 ,4 ]
机构
[1] Univ Queensland, Queensland Brain Inst, St Lucia, Qld, Australia
[2] Australian Res Council, Ctr Excellence Integrat Brain Funct, Clayton, Vic, Australia
[3] Australian Natl Univ, John Curtin Sch Med Res, Eccles Inst Neurosci, Canberra, ACT, Australia
[4] Univ Queensland, Sch Psychol, St Lucia, Qld, Australia
来源
ELIFE | 2018年 / 7卷
基金
澳大利亚研究理事会;
关键词
FEATURE-BASED ATTENTION; MISMATCH-NEGATIVITY MMN; WORKING-MEMORY; ADAPTATION; PROBABILITY; CORTEX; TIME; MECHANISMS; EFFICIENCY; RESPONSES;
D O I
10.7554/eLife.33123
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Predictive coding theories argue that recent experience establishes expectations in the brain that generate prediction errors when violated. Prediction errors provide a possible explanation for repetition suppression, where evoked neural activity is attenuated across repeated presentations of the same stimulus. The predictive coding account argues repetition suppression arises because repeated stimuli are expected, whereas non-repeated stimuli are unexpected and thus elicit larger neural responses. Here, we employed electroencephalography in humans to test the predictive coding account of repetition suppression by presenting sequences of visual gratings with orientations that were expected either to repeat or change in separate blocks of trials. We applied multivariate forward modelling to determine how orientation selectivity was affected by repetition and prediction. Unexpected stimuli were associated with significantly enhanced orientation selectivity, whereas selectivity was unaffected for repeated stimuli. Our results suggest that repetition suppression and expectation have separable effects on neural representations of visual feature information.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] Distinct neural mechanisms for repetition effects of visual objects
    Guo Chunyan
    Jiang Yang
    [J]. INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2008, 43 (3-4) : 59 - 59
  • [2] Distinct neural mechanisms for repetition effects of visual objects
    Guo, C.
    Lawson, A. L.
    Jiang, Y.
    [J]. NEUROSCIENCE, 2007, 149 (04) : 747 - 759
  • [3] Achieving robust neural representations: An account of repetition suppression
    Mozer, M
    Mytkowicz, T
    Zemel, R
    [J]. JOURNAL OF COGNITIVE NEUROSCIENCE, 2005, : 148 - 148
  • [4] Neural representations of Groups and Stereotypes using fMRI repetition suppression
    Jeroen Delplanque
    Elien Heleven
    Frank Van Overwalle
    [J]. Scientific Reports, 9
  • [5] Repetition suppression: a means to index neural representations using BOLD?
    Barron, Helen C.
    Garvert, Mona M.
    Behrens, Timothy E. J.
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2016, 371 (1705)
  • [6] Neural representations of Groups and Stereotypes using fMRI repetition suppression
    Delplanque, Jeroen
    Heleven, Elien
    Van Overwalle, Frank
    [J]. SCIENTIFIC REPORTS, 2019, 9 (1)
  • [7] Neural repetition suppression effects in the human hippocampus
    Kim, Kamin
    Hsieh, Liang-Tien
    Parvizi, Josef
    Ranganath, Charan
    [J]. NEUROBIOLOGY OF LEARNING AND MEMORY, 2020, 173
  • [8] Incremental learning of perceptual and conceptual representations and the puzzle of neural repetition suppression
    Gotts, Stephen J.
    [J]. PSYCHONOMIC BULLETIN & REVIEW, 2016, 23 (04) : 1055 - 1071
  • [9] Distinct neural mechanisms for repetition effects of visual objects (vol 149, pg 747, 2007)
    Guo, C.
    Lawson, A. L.
    Jiang, Y.
    [J]. NEUROSCIENCE, 2008, 153 (03) : 871 - 874
  • [10] Author Correction: Neural representations of Groups and Stereotypes using fMRI repetition suppression
    Jeroen Delplanque
    Elien Heleven
    Frank Van Overwalle
    [J]. Scientific Reports, 10