Decoding Actions at Different Levels of Abstraction

被引:129
|
作者
Wurm, Moritz F. [1 ]
Lingnau, Angelika [1 ,2 ]
机构
[1] Univ Trento, Ctr Mind Brain Sci, I-38100 Mattarello, TN, Italy
[2] Univ Trento, Dept Psychol & Cognit Sci, I-38068 Rovereto, Italy
来源
JOURNAL OF NEUROSCIENCE | 2015年 / 35卷 / 20期
关键词
action concepts; action understanding; fMRI; motor system; MVPA; occipitotemporal cortex; ACTION REPRESENTATIONS; OBJECT RECOGNITION; MIRROR NEURONS; BRAIN-REGIONS; FACE-IDENTITY; INFORMATION; ACTIVATION; PARIETAL; SYSTEM; ORGANIZATION;
D O I
10.1523/JNEUROSCI.0188-15.2015
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Brain regions that mediate action understanding must contain representations that are action specific and at the same time tolerate a wide range of perceptual variance. Whereas progress has been made in understanding such generalization mechanisms in the object domain, the neural mechanisms to conceptualize actions remain unknown. In particular, there is ongoing dissent between motor-centric and cognitive accounts whether premotor cortex or brain regions in closer relation to perceptual systems, i.e., lateral occipitotemporal cortex, contain neural populations with such mapping properties. To date, it is unclear to which degree action-specific representations in these brain regions generalize from concrete action instantiations to abstract action concepts. However, such information would be crucial to differentiate between motor and cognitive theories. Using ROI-based and searchlight-based fMRI multivoxel pattern decoding, we sought brain regions in human cortex that manage the balancing act between specificity and generality. We investigated a concrete level that distinguishes actions based on perceptual features (e.g., opening vs closing a specific bottle), an intermediate level that generalizes across movement kinematics and specific objects involved in the action (e.g., opening different bottles with cork or screw cap), and an abstract level that additionally generalizes across object category (e.g., opening bottles or boxes). We demonstrate that the inferior parietal and occipitotemporal cortex code actions at abstract levels whereas the premotor cortex codes actions at the concrete level only. Hence, occipitotemporal, but not premotor, regions fulfill the necessary criteria for action understanding. This result is compatible with cognitive theories but strongly undermines motor theories of action understanding.
引用
收藏
页码:7727 / 7735
页数:9
相关论文
共 50 条
  • [1] Learning at different levels of abstraction
    Love, BC
    PROCEEDINGS OF THE TWENTY-SECOND ANNUAL CONFERENCE OF THE COGNITIVE SCIENCE SOCIETY, 2000, : 800 - 805
  • [2] Robot Programming at Different Abstraction Levels
    Fernandes, Carla C.
    Barros, Renata P.
    Albuquerque, Erika A.
    Goncalves, Luiz M. G.
    Sa, Sarah T. L.
    2019 LATIN AMERICAN ROBOTICS SYMPOSIUM, 2019 BRAZILIAN SYMPOSIUM ON ROBOTICS (SBR) AND 2019 WORKSHOP ON ROBOTICS IN EDUCATION (LARS-SBR-WRE 2019), 2019, : 459 - 464
  • [3] Defining requirements at different levels of abstraction
    Bühne, S
    Halmans, G
    Pohl, K
    Weber, M
    Kleinwechter, H
    Wierczoch, T
    12TH IEEE INTERNATIONAL REQUIREMENTS ENGINEERING CONFERENCE, PROCEEDINGS, 2004, : 346 - 347
  • [4] Simultaneously Learning at Different Levels of Abstraction
    Quack, Benjamin
    Woergoetter, Florentin
    Agostini, Alejandro
    2015 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2015, : 4600 - 4607
  • [5] VIRTUAL WORLDS - MODELING AT DIFFERENT LEVELS OF ABSTRACTION
    RUMBAUGH, J
    JOURNAL OF OBJECT-ORIENTED PROGRAMMING, 1994, 6 (08): : 16 - &
  • [6] Unified representation systems for different levels of abstraction
    Baskin, AB
    Lu, SCY
    COOPERATIVE KNOWLEDGE PROCESSING FOR ENGINEERING DESIGN, 1999, : 225 - 235
  • [7] Use Case Specification at Different Levels of Abstraction
    Savic, Dusan
    da Silva, Alberto Rodrigues
    Vlajic, Sinisa
    Lazarevic, Sasa
    Stanojevic, Vojislav
    Antovic, Ilija
    Milic, Milos
    2012 EIGHTH INTERNATIONAL CONFERENCE ON THE QUALITY OF INFORMATION AND COMMUNICATIONS TECHNOLOGY (QUATIC 2012), 2012, : 187 - 192
  • [8] Reuse of models and testbenches at different levels of abstraction
    Frank, GA
    Gray, FG
    1998 INTERNATIONAL VERILOG HDL CONFERENCE AND VHDL INTERNATIONAL USERS FORUM, PROCEEDINGS, 1998, : 130 - 137
  • [9] Integrating service specifications at different levels of abstraction
    Rittmann, S
    Fleischmann, A
    Hartmann, J
    Pfaller, C
    Rappl, M
    Wild, D
    SOSE 2005: IEEE International Workshop on Service-Oriented System Engineering, 2005, : 63 - 70
  • [10] Different Levels of Category Abstraction by Different Dynamics in Different Prefrontal Areas
    Wutz, Andreas
    Loonis, Roman
    Roy, Jefferson E.
    Donoghue, Jacob A.
    Miller, Earl K.
    NEURON, 2018, 97 (03) : 716 - +