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Article . 2018
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Topics in Cognitive Science
Article . 2017 . Peer-reviewed
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Topics in Cognitive Science
Article . 2017 . Peer-reviewed
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Sculpting Computational‐Level Models

Authors: Blokpoel, M.; Blokpoel, M.;

Sculpting Computational‐Level Models

Abstract

AbstractIn this commentary, I advocate for strict relations between Marr's levels of analysis. Under a strict relationship, each level is exactly implemented by the subordinate level. This yields two benefits. First, it brings consistency for multilevel explanations. Second, similar to how a sculptor chisels away superfluous marble, a modeler can chisel a computational‐level model by applying constraints. By sculpting the model, one restricts the (potentially infinitely large) set of possible algorithmic‐ and implementational‐level theories.

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Keywords

Linguistics and Language, DI-BCB_DCC_Theme 2: Perception, Action and Control, Action, intention, and motor control, Cognitive Neuroscience, Experimental and Cognitive Psychology, Models, Theoretical, Language in Interaction, Human-Computer Interaction, Mental Processes, Artificial Intelligence, Cognitive Science, Humans, 111 000 Intention & Action

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    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    10
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 10%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
10
Top 10%
Top 10%
Top 10%
Green
bronze