Large-scale dynamics of perceptual decision information across human cortex

被引:26
|
作者
Wilming, Niklas [1 ]
Murphy, Peter R. [1 ]
Meyniel, Florent [2 ]
Donner, Tobias H. [1 ,3 ,4 ,5 ]
机构
[1] Univ Med Ctr Hamburg Eppendorf, Dept Neurophysiol & Pathophysiol, Sect Computat Cognit Neurosci, Martinistr 52, D-20251 Hamburg, Germany
[2] Univ Paris Saclay, CEA, INSERM, NeuroSpin,Cognit Neuroimaging Unit, F-91191 Gif Sur Yvette, France
[3] Charite, Bernstein Ctr Computat Neurosci, Haus 6,Philippstr 13, D-10115 Berlin, Germany
[4] Univ Amsterdam, Dept Psychol, Weesperpl 4, NL-1018 XA Amsterdam, Netherlands
[5] Univ Amsterdam, Amsterdam Brain & Cognit, Nieuwe Achtergracht 129, NL-1018 WS Amsterdam, Netherlands
关键词
GAMMA; ALPHA; FEEDFORWARD; ADAPTATION; FREQUENCY; FEEDBACK; NEURONS; REPRESENTATION; ACCUMULATION; RESPONSES;
D O I
10.1038/s41467-020-18826-6
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
Perceptual decisions entail the accumulation of sensory evidence for a particular choice towards an action plan. An influential framework holds that sensory cortical areas encode the instantaneous sensory evidence and downstream, action-related regions accumulate this evidence. The large-scale distribution of this computation across the cerebral cortex has remained largely elusive. Here, we develop a regionally-specific magnetoencephalography decoding approach to exhaustively map the dynamics of stimulus- and choice-specific signals across the human cortical surface during a visual decision. Comparison with the evidence accumulation dynamics inferred from behavior disentangles stimulus-dependent and endogenous components of choice-predictive activity across the visual cortical hierarchy. We find such an endogenous component in early visual cortex (including V1), which is expressed in a low (<20Hz) frequency band and tracks, with delay, the build-up of choice-predictive activity in (pre-) motor regions. Our results are consistent with choice- and frequency-specific cortical feedback signaling during decision formation. Even decisions based on simple sensory stimuli result from an interplay between many brain regions. Here, the authors track the dynamics of information about sensory input and behavioral choice across the human cerebral cortex, uncovering feedback of decision signals to early sensory cortex.
引用
收藏
页数:14
相关论文
共 50 条
  • [11] Unfolding large-scale online collaborative human dynamics
    Zha, Yilong
    Zhou, Tao
    Zhou, Changsong
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (51) : 14627 - 14632
  • [12] Large-scale assessment of human navigation ability across the lifespan
    van der Ham, Ineke J. M.
    Claessen, Michiel H. G.
    Evers, Andrea W. M.
    van der Kuil, Milan N. A.
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [13] Large-scale assessment of human navigation ability across the lifespan
    Ineke J. M. van der Ham
    Michiel H. G. Claessen
    Andrea W. M. Evers
    Milan N. A. van der Kuil
    Scientific Reports, 10
  • [14] Large-Scale Study of Perceptual Video Quality
    Sinno, Zeina
    Bovik, Alan Conrad
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 28 (02) : 612 - 627
  • [15] Characterizing cortical dynamics using a large-scale model of turtle visual cortex
    Ulinski, P
    Campaigne, C
    PROCEEDINGS OF THE 26TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-7, 2004, 26 : 3993 - 3995
  • [16] Perceptual decision making "Through the Eyes" of a large-scale neural model of V1
    Shi, Jianing V.
    Wielaard, Jim
    Smith, R. Theodore
    Sajda, Paul
    FRONTIERS IN PSYCHOLOGY, 2013, 4
  • [17] Perceptual decision-making in human prefrontal cortex
    Ungerleider, LG
    Heekeren, H
    Marrett, S
    Bandettini, PA
    PERCEPTION, 2004, 33 : 23 - 23
  • [18] LARGE-SCALE ATMOSPHERIC DYNAMICS
    LEGRAS, B
    JOURNAL OF STATISTICAL PHYSICS, 1986, 44 (5-6) : 1044 - 1051
  • [19] Dynamics of the large-scale structure
    Shandarin, SF
    GENERATION OF COSMOLOGICAL LARGE-SCALE STRUCTURE, 1997, 503 : 33 - 62
  • [20] Large-scale societal dynamics are reflected in human mood and brain
    Alexander V. Lebedev
    Christoph Abé
    Kasim Acar
    Gustavo Deco
    Morten L. Kringelbach
    Martin Ingvar
    Predrag Petrovic
    Scientific Reports, 12