Attention Strongly Modulates Reliability of Neural Responses to Naturalistic Narrative Stimuli

被引:113
|
作者
Ki, Jason J. [1 ]
Kelly, Simon P. [1 ,2 ]
Parra, Lucas C. [1 ]
机构
[1] CUNY, Dept Biomed Engn, 160 Convent Ave, New York, NY 10031 USA
[2] Univ Coll Dublin, Sch Elect & Elect Engn, Dublin 4, Ireland
来源
JOURNAL OF NEUROSCIENCE | 2016年 / 36卷 / 10期
关键词
attention; intersubject correlation; natural narrative; TEMPORAL RECEPTIVE WINDOWS; BRAIN ACTIVITY; INTERSUBJECT CORRELATIONS; CORTEX; INDIVIDUALS; EEG; EXPERIENCES; SIGNATURE; HIERARCHY; DYNAMICS;
D O I
10.1523/JNEUROSCI.2942-15.2016
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Attentional engagement is a major determinant of how effectively we gather information through our senses. Alongside the sheer growth in the amount and variety of information content that we are presented with through modern media, there is increased variability in the degree to which we "absorb" that information. Traditional research on attention has illuminated the basic principles of sensory selection to isolated features or locations, but it provides little insight into the neural underpinnings of our attentional engagement with modern naturalistic content. Here, we show in human subjects that the reliability of an individual's neural responses with respect to a larger group provides a highly robust index of the level of attentional engagement with a naturalistic narrative stimulus. Specifically, fast electroencephalographic evoked responses were more strongly correlated across subjects when naturally attending to auditory or audiovisual narratives than when attention was directed inward to a mental arithmetic task during stimulus presentation. This effect was strongest for audiovisual stimuli with a cohesive narrative and greatly reduced for speech stimuli lacking meaning. For compelling audiovisual narratives, the effect is remarkably strong, allowing perfect discrimination between attentional state across individuals. Control experiments rule out possible confounds related to altered eye movement trajectories or order of presentation. We conclude that reliability of evoked activity reproduced across subjects viewing the same movie is highly sensitive to the attentional state of the viewer and listener, which is aided by a cohesive narrative.
引用
收藏
页码:3092 / 3101
页数:10
相关论文
共 50 条
  • [41] Cortical response to naturalistic stimuli is largely predictable with deep neural networks
    Khosla, Meenakshi
    Ngo, Gia H.
    Jamison, Keith
    Kuceyeski, Amy
    Sabuncu, Mert R.
    SCIENCE ADVANCES, 2021, 7 (22)
  • [42] How anticipation modulates programmed responses to kinematic stimuli
    Castellote, J. M.
    Kofler, M.
    Mayr, A.
    Saltuari, L.
    EUROPEAN JOURNAL OF NEUROLOGY, 2014, 21 : 489 - 489
  • [43] How anticipation modulates programmed responses to kinematic stimuli
    Castellote, J. M.
    Kofler, M.
    Mayr, A.
    Saltuari, L.
    JOURNAL OF NEUROLOGY, 2014, 261 : S324 - S324
  • [44] Cytoskeletal tension modulates cellular responses to mechanical stimuli
    Lim, S-M.
    Trzeciakowski, J.
    Sreenivasappa, H.
    Trache, A.
    MOLECULAR BIOLOGY OF THE CELL, 2011, 22
  • [45] Visual angle modulates affective responses to audiovisual stimuli
    Gall, Dominik
    Latoschik, Marc Erich
    COMPUTERS IN HUMAN BEHAVIOR, 2020, 109
  • [46] Selective auditory attention within naturalistic scenes modulates reactivity to speech sounds
    Renvall, Hanna
    Seol, Jaeho
    Tuominen, Riku
    Sorger, Bettina
    Riecke, Lars
    Salmelin, Riitta
    EUROPEAN JOURNAL OF NEUROSCIENCE, 2021, 54 (10) : 7626 - 7641
  • [47] Attention Modulates Spinal Cord Responses to Pain
    Sprenger, Christian
    Eippert, Falk
    Finsterbusch, Juergen
    Bingel, Ulrike
    Rose, Michael
    Buecher, Christian
    CURRENT BIOLOGY, 2012, 22 (11) : 1019 - 1022
  • [48] The reliability of continuous brain responses during naturalistic listening to music
    Burunat, Iballa
    Toiviainen, Petri
    Alluri, Vinoo
    Bogert, Brigitte
    Ristaniemi, Tapani
    Sams, Mikko
    Brattico, Elvira
    NEUROIMAGE, 2016, 124 : 224 - 231
  • [49] Coupled neural systems underlie the production and comprehension of naturalistic narrative speech
    Silbert, Lauren J.
    Honey, Christopher J.
    Simony, Erez
    Poeppel, David
    Hasson, Uri
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (43) : E4687 - E4696
  • [50] STRONGLY DILUTED NEURAL NETWORKS WITH CORRELATION-CAUSING STIMULI
    XIAO, YG
    ENGLISCH, H
    YAO, KL
    COMMUNICATIONS IN THEORETICAL PHYSICS, 1992, 18 (03) : 363 - 368