Building Memory Representations for Exemplar-Based Judgment: A Role for Ventral Precuneus

被引:9
|
作者
Stillesjo, Sara [1 ,2 ]
Nyberg, Lars [1 ,2 ,3 ]
Wirebring, Linnea Karlsson [2 ,4 ]
机构
[1] Umea Univ, Dept Integrat Med Biol, Umea, Sweden
[2] Umea Univ, Umea Ctr Funct Brain Imaging, Umea, Sweden
[3] Umea Univ, Dept Radiat Sci, Umea, Sweden
[4] Umea Univ, Dept Psychol, Umea, Sweden
来源
基金
瑞典研究理事会;
关键词
multiple-cue judgment; exemplar-based model; cognitive modeling; fMRI; judgment and decision making; precuneus; MULTIPLE-CUE JUDGMENT; INFORMATION-INTEGRATION; PARIETAL CORTEX; CONTROL NETWORK; BRAIN NETWORKS; CONTEXT THEORY; NEURAL BASIS; SIMILARITY; CATEGORIZATION; TASK;
D O I
10.3389/fnhum.2019.00228
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
The brain networks underlying human multiple-cue judgment, the judgment of a continuous criterion based on multiple cues, have been examined in a few recent studies, and the ventral precuneus has been found to be a key region. Specifically, activation differences in ventral precuneus (as measured with functional magnetic resonance imaging, fMRI) has been linked to an exemplar-based judgment process, where judgments are based on memory for previous similar cases. Ventral precuneus is implicated in various episodic memory processes, notably such that increased activity during learning in this region as well as in the ventromedial prefrontal cortex (vmPFC) and the medial temporal lobes (MTL) have been linked to retrieval success. The present study used fMRI during a multiple-cue judgment task to gain novel neurocognitive evidence informative for the link between learning-related activity changes in ventral precuneus and exemplar-based judgment. Participants (N = 27) spontaneously learned to make judgments during fMRI, in a multiple-cue judgment task specifically designed to induce exemplar-based processing. Contrasting brain activity during late learning to early learning revealed higher activity in ventral precuneus, the bilateral MTL, and the vmPFC. Activity in the ventral precuneus and the vmPFC was found to parametrically increase between each judgment event, and activity levels in the ventral precuneus predicted performance after learning. These results are interpreted such that the ventral precuneus supports the aspects of exemplar-based processes that are related to episodic memory, tentatively by building, storing, and being implicated in retrieving memory representations for judgment.
引用
收藏
页数:16
相关论文
共 31 条
  • [21] NOISE-ROBUST DIGIT RECOGNITION WITH EXEMPLAR-BASED SPARSE REPRESENTATIONS OF VARIABLE LENGTH
    Yilmaz, Emre
    Gemmeke, Jort F.
    Van Compernolle, Dirk
    Van Hamme, Hugo
    2012 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2012,
  • [22] Measuring the relative contributions of rule-based and exemplar-based processes in judgment: Validation of a simple model
    Broeder, Arndt
    Graef, Michael
    Kieslich, Pascal J.
    JUDGMENT AND DECISION MAKING, 2017, 12 (05): : 491 - 506
  • [23] Joint Denoising and Dereverberation Using Exemplar-Based Sparse Representations and Decaying Norm Constraint
    Baby, Deepak
    Van Hamme, Hugo
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2017, 25 (10) : 2024 - 2035
  • [24] Providing exemplar-based "feedforward' before an assessment: The role of teacher explanation
    Hendry, Graham D.
    White, Peter
    Herbert, Catherine
    ACTIVE LEARNING IN HIGHER EDUCATION, 2016, 17 (02) : 99 - 109
  • [25] Reducing Computational Complexities of Exemplar-Based Sparse Representations With Applications to Large Vocabulary Speech Recognition
    Sainath, Tara N.
    Ramabhadran, Bhuvana
    Nahamoo, David
    Kanevsky, Dimitri
    12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, 2011, : 792 - 795
  • [26] Improving Sparse Representations in Exemplar-Based Voice Conversion with a Phoneme-Selective Objective Function
    Ding, Shaojin
    Zhao, Guanlong
    Liberatore, Christopher
    Gutierrez-Osuna, Ricardo
    19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6: SPEECH RESEARCH FOR EMERGING MARKETS IN MULTILINGUAL SOCIETIES, 2018, : 476 - 480
  • [27] NOISE-ROBUST SPEECH RECOGNITION WITH EXEMPLAR-BASED SPARSE REPRESENTATIONS USING ALPHA-BETA DIVERGENCE
    Yilmaz, Emre
    Gemmeke, Jort F.
    Van Hamme, Hugo
    2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2014,
  • [28] User exemplar-based building element retrieval from raw point clouds using deep point-level features
    Zeng, Shiqin
    Chen, Jingdao
    Cho, Yong K.
    AUTOMATION IN CONSTRUCTION, 2020, 114
  • [29] Cue integration vs. exemplar-based reasoning in multi-attribute decisions from memory: A matter of cue representation
    Broeder, Arndt
    Newell, Ben R.
    Platzer, Christine
    JUDGMENT AND DECISION MAKING, 2010, 5 (05): : 326 - 338
  • [30] Narrative-based representations of social knowledge: Their construction and use in comprehension, memory, and judgment
    Wyer, RS
    Adaval, R
    Colcombe, SJ
    ADVANCES IN EXPERIMENTAL SOCIAL PSYCHOLOGY, VOL 34, 2002, 34 : 131 - 197