Independent Neural Activity Patterns for Sensory- and Confidence-Based Information Maintenance during Category-Selective Visual Processing

被引:7
|
作者
Weaver, Matthew D. [1 ,2 ,3 ]
Fahrenfort, Johannes J. [1 ,2 ,3 ]
Belopolsky, Artem [3 ]
van Gaal, Simon [1 ,2 ]
机构
[1] Univ Amsterdam, Dept Psychol, NL-1001 NK Amsterdam, Netherlands
[2] Univ Amsterdam, ABC, NL-1001 NK Amsterdam, Netherlands
[3] Vrije Univ Amsterdam, Expt & Appl Psychol, NL-1081 BT Amsterdam, Netherlands
关键词
consciousness; decision confidence; EEG decoding; PREFRONTAL CORTEX; FACE PERCEPTION; DECISION; CONSCIOUSNESS; ATTENTION; DYNAMICS; REPRESENTATIONS; EXPECTATION; SIGNAL; ACCUMULATION;
D O I
10.1523/ENEURO.0268-18.2018
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Several influential theories of consciousness attempt to explain how, when and where conscious perception arises in the brain. The extent of conscious perception of a stimulus is often probed by asking subjects to provide confidence estimations in their choices in challenging perceptual decision-making tasks. Here, we aimed to dissociate neural patterns of "cognitive" and "sensory" information maintenance by linking category selective visual processes to decision confidence using multivariate decoding techniques on human EEG data. Participants discriminated at-threshold masked face versus house stimuli and reported confidence in their discrimination performance. Three distinct types of category-selective neural activity patterns were observed, dissociable by their timing, scalp topography, relationship with decision confidence, and generalization profile. An early (similar to 150-200 ms) decoding profile was unrelated to confidence and quickly followed by two distinct decodable patterns of late neural activity (350-500 ms). One pattern was on-diagonal, global and highly related to decision confidence, likely indicating cognitive maintenance of consciously reportable stimulus representations. The other pattern however was off-diagonal, restricted to posterior electrode sites (local), and independent of decision confidence, and therefore may reflect sensory maintenance of category-specific information, possibly operating via recurrent processes within visual cortices. These results highlight that two functionally independent neural processes are operating in parallel, only one of which is related to decision confidence and conscious access.
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页数:13
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  • [1] Category-selective patterns of neural response in the ventral visual pathway in the absence of categorical information
    Coggan, David D.
    Liu, Wanling
    Baker, Daniel H.
    Andrews, Timothy J.
    [J]. NEUROIMAGE, 2016, 135 : 107 - 114
  • [2] Selective Attention to Faces in a Rapid Visual Stream: Hemispheric Differences in Enhancement and Suppression of Category-selective Neural Activity
    Quek, Genevieve
    Nemdorov, Dan
    Rossion, Bruno
    Liu-Shuang, Joan
    [J]. JOURNAL OF COGNITIVE NEUROSCIENCE, 2018, 30 (03) : 393 - 410
  • [3] Low-Level Image Properties of Visual Objects Predict Patterns of Neural Response across Category-Selective Regions of the Ventral Visual Pathway
    Rice, Grace E.
    Watson, David M.
    Hartley, Tom
    Andrews, Timothy J.
    [J]. JOURNAL OF NEUROSCIENCE, 2014, 34 (26): : 8837 - 8844
  • [4] Selective Attention to Faces in a Rapid Visual Stream: Hemispheric Differences in Enhancement and Suppression of Category-selective Neural Activity (vol 30, pg 393, 2018)
    Quek, Genevieve
    Nemrodov, Dan
    Rossion, Bruno
    Liu-Shuang, Joan
    [J]. JOURNAL OF COGNITIVE NEUROSCIENCE, 2018, 30 (04) : 620 - 620
  • [5] Low-Level Image Properties of Visual Objects Predict Patterns of Neural Response across Category-Selective Regions of the Ventral Visual Pathway (June, pg 8837, 2014)
    Rice, Grace E.
    Watson, David M.
    Hartley, Tom
    Andrews, Timothy J.
    [J]. JOURNAL OF NEUROSCIENCE, 2014, 34 (37): : 12616 - 12616
  • [6] Specific and Nonspecific Neural Activity during Selective Processing of Visual Representations in Working Memory
    Oh, Hwamee
    Leung, Hoi-Chung
    [J]. JOURNAL OF COGNITIVE NEUROSCIENCE, 2010, 22 (02) : 292 - 306
  • [7] DISOCCIATING AGE-RELATED PATTERNS OF NEURAL ACTIVITY ALONG THE VENTRAL VISUAL STREAM DURING FACE AND OBJECT PROCESSING
    Rieck, Jenny
    Beaton, Derek
    McDonough, Ian
    Abdi, Herve
    Park, Denise
    [J]. JOURNAL OF COGNITIVE NEUROSCIENCE, 2013, : 57 - 58
  • [8] Information-based multivariate decoding reveals imprecise neural encoding in children with attention deficit hyperactivity disorder during visual selective attention
    Li, Dongwei
    Luo, Xiangsheng
    Guo, Jialiang
    Kong, Yuanjun
    Hu, Yiqing
    Chen, Yanbo
    Zhu, Yu
    Wang, Yufeng
    Sun, Li
    Song, Yan
    [J]. HUMAN BRAIN MAPPING, 2023, 44 (03) : 937 - 947