Dissociating sensory from decision processes in human perceptual decision making

被引:55
|
作者
Mostert, Pim [1 ]
Kok, Peter [1 ]
de lange, Floris P. [1 ]
机构
[1] Radboud Univ Nijmegen, Donders Inst Brain Cognit & Behav, NL-6500 HB Nijmegen, Netherlands
来源
SCIENTIFIC REPORTS | 2015年 / 5卷
关键词
PRESTIMULUS OSCILLATORY ACTIVITY; SINGLE-TRIAL ANALYSIS; EVIDENCE ACCUMULATION; FLUCTUATIONS; NEURONS; STIMULUS; REPRESENTATIONS; CLASSIFICATION; DYNAMICS; REFLECTS;
D O I
10.1038/srep18253
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
A key question within systems neuroscience is how the brain translates physical stimulation into a behavioral response: perceptual decision making. To answer this question, it is important to dissociate the neural activity underlying the encoding of sensory information from the activity underlying the subsequent temporal integration into a decision variable. Here, we adopted a decoding approach to empirically assess this dissociation in human magnetoencephalography recordings. We used a functional localizer to identify the neural signature that reflects sensory-specific processes, and subsequently traced this signature while subjects were engaged in a perceptual decision making task. Our results revealed a temporal dissociation in which sensory processing was limited to an early time window and consistent with occipital areas, whereas decision-related processing became increasingly pronounced over time, and involved parietal and frontal areas. We found that the sensory processing accurately reflected the physical stimulus, irrespective of the eventual decision. Moreover, the sensory representation was stable and maintained over time when it was required for a subsequent decision, but unstable and variable over time when it was task-irrelevant. In contrast, decision-related activity displayed long-lasting sustained components. Together, our approach dissects neuro-anatomically and functionally distinct contributions to perceptual decisions.
引用
收藏
页数:13
相关论文
共 50 条
  • [41] Saccadic eye movements as an index of perceptual decision-making
    McSorley, Eugene
    McCloy, Rachel
    EXPERIMENTAL BRAIN RESEARCH, 2009, 198 (04) : 513 - 520
  • [42] Doubly Bayesian Analysis of Confidence in Perceptual Decision-Making
    Aitchison, Laurence
    Bang, Dan
    Bahrami, Bahador
    Latham, Peter E.
    PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (10)
  • [43] Bridging Neural and Computational Viewpoints on Perceptual Decision-Making
    O'Connell, Redmond G.
    Shadlen, Michael N.
    Wong-Lin, KongFatt
    Kelly, Simon P.
    TRENDS IN NEUROSCIENCES, 2018, 41 (11) : 838 - 852
  • [44] The Role of Imagery in Threat-Related Perceptual Decision Making
    Imbriano, Gabriella
    Sussman, Tamara J.
    Jin, Jingwen
    Mohanty, Aprajita
    EMOTION, 2020, 20 (08) : 1495 - 1501
  • [45] Computational Analysis of Joint Decision Making Processes
    Duell, Rob
    Treur, Jan
    SOCIAL INFORMATICS, SOCINFO 2012, 2012, 7710 : 292 - 308
  • [46] Where are multisensory signals combined for perceptual decision-making?
    Bizley, Jennifer K.
    Jones, Gareth P.
    Town, Stephen M.
    CURRENT OPINION IN NEUROBIOLOGY, 2016, 40 : 31 - 37
  • [47] Predicting Perceptual Decision Biases from Early Brain Activity
    Bode, Stefan
    Sewell, David K.
    Lilburn, Simon
    Forte, Jason D.
    Smith, Philip L.
    Stahl, Jutta
    JOURNAL OF NEUROSCIENCE, 2012, 32 (36) : 12488 - 12498
  • [48] Neuronal, mathematical, and molecular bases of perceptual decision-making in C-elegans
    Tanimoto, Yuki
    Kimura, Koutarou D.
    NEUROSCIENCE RESEARCH, 2019, 140 : 3 - 13
  • [49] Subject- and task-independent neural correlates and prediction of decision confidence in perceptual decision making
    Fernandez-Vargas, Jacobo
    Tremmel, Christoph
    Valeriani, Davide
    Bhattacharyya, Saugat
    Cinel, Caterina
    Citi, Luca
    Poli, Riccardo
    JOURNAL OF NEURAL ENGINEERING, 2021, 18 (04)
  • [50] Neural segregation and integration of sensory, decision, and action processes during object categorization
    James, Thomas W.
    Folco, Kess L.
    Levitas, Daniel J.
    NEUROPSYCHOLOGIA, 2023, 190