2018
DOI: 10.1016/j.procs.2018.11.026
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Refining the Common Model of Cognition Through Large Neuroscience Data

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Cited by 14 publications
(20 citation statements)
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“…The Common Model of Cognition consists of perceptual and motor modules that interact with the agent's environment, working memory buffers which hold the active data in the agent's mind, a declarative or long-term memory module that holds the agent's world knowledge, and a procedural memory module that controls the flow of information and evaluates possible actions (Laird et al, 2017). A large-scale evaluation of fMRI data, collected from over 1,000 participants across diverse tasks, found correlations in patterns of activity across brain areas consistent with the Common Model of Cognition's description of modules and their interactions (Steine-Hanson, Koh, & Stocco, 2018). (Laird et al, 2017) and associated brain areas (Steine-Hanson et al, 2018;Stocco, Laird, Lebiere, & Rosenbloom, 2018).…”
Section: Cognitive Architectures and The Common Model Of Cognitionmentioning
confidence: 79%
See 1 more Smart Citation
“…The Common Model of Cognition consists of perceptual and motor modules that interact with the agent's environment, working memory buffers which hold the active data in the agent's mind, a declarative or long-term memory module that holds the agent's world knowledge, and a procedural memory module that controls the flow of information and evaluates possible actions (Laird et al, 2017). A large-scale evaluation of fMRI data, collected from over 1,000 participants across diverse tasks, found correlations in patterns of activity across brain areas consistent with the Common Model of Cognition's description of modules and their interactions (Steine-Hanson, Koh, & Stocco, 2018). (Laird et al, 2017) and associated brain areas (Steine-Hanson et al, 2018;Stocco, Laird, Lebiere, & Rosenbloom, 2018).…”
Section: Cognitive Architectures and The Common Model Of Cognitionmentioning
confidence: 79%
“…A large-scale evaluation of fMRI data, collected from over 1,000 participants across diverse tasks, found correlations in patterns of activity across brain areas consistent with the Common Model of Cognition's description of modules and their interactions (Steine-Hanson, Koh, & Stocco, 2018). (Laird et al, 2017) and associated brain areas (Steine-Hanson et al, 2018;Stocco, Laird, Lebiere, & Rosenbloom, 2018). Solid arrows indicate connections that pass data between modules.…”
Section: Cognitive Architectures and The Common Model Of Cognitionmentioning
confidence: 80%
“…The Common Model of Cognition consists of perceptual and motor modules that interact with the agent's environment, working memory buffers which hold the active data in the agent's mind, a declarative or long-term memory module that holds the agent's world knowledge, and a procedural memory module that controls the flow of information and evaluates possible actions (Laird et al, 2017). A large-scale evaluation of fMRI data, collected from over a thousand participants across diverse tasks, found correlations in patterns of activity across brain areas consistent with the Common Model of Cognition's description of modules and their interactions (Steine-Hanson et al, 2018). To evaluate our model, Holographic Declarative Memory (HDM), we compare to the ACT-R cognitive architecture in particular.…”
Section: Procedural Memory Basal Gangliamentioning
confidence: 80%
“…Declarative / Long Term Memory hippocampus Action motor cortex Figure 1 . The Common Model of Cognition (Laird et al, 2017) and associated brain areas (Steine-Hanson, Koh, & Stocco, 2018;Stocco, Laird, Lebiere, & Rosenbloom, 2018). Solid arrows indicate connections that pass data between modules.…”
Section: Procedural Memory Basal Gangliamentioning
confidence: 99%
“…In this study, modulatory connections were deliberately not included, so to level the field and make the seven possible architectures more similar to each other in terms of overall complexity. Preliminary evidence, however, suggests that modulatory versions of the CMC might even outperform the standard version discussed herein (Steine-Hanson, Koh, & Stocco, A., 2019;Stocco et al, 2018).…”
Section: Limitationsmentioning
confidence: 91%