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An information theory account of cognitive control

Overview of attention for article published in Frontiers in Human Neuroscience, September 2014
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About this Attention Score

  • In the top 25% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (83rd percentile)
  • Above-average Attention Score compared to outputs of the same age and source (64th percentile)

Mentioned by

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13 X users
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1 Google+ user

Citations

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139 Dimensions

Readers on

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250 Mendeley
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Title
An information theory account of cognitive control
Published in
Frontiers in Human Neuroscience, September 2014
DOI 10.3389/fnhum.2014.00680
Pubmed ID
Authors

Jin Fan

Abstract

Our ability to efficiently process information and generate appropriate responses depends on the processes collectively called cognitive control. Despite a considerable focus in the literature on the cognitive control of information processing, neural mechanisms underlying control are still unclear, and have not been characterized by considering the quantity of information to be processed. A novel and comprehensive account of cognitive control is proposed using concepts from information theory, which is concerned with communication system analysis and the quantification of information. This account treats the brain as an information-processing entity where cognitive control and its underlying brain networks play a pivotal role in dealing with conditions of uncertainty. This hypothesis and theory article justifies the validity and properties of such an account and relates experimental findings to the frontoparietal network under the framework of information theory.

X Demographics

X Demographics

The data shown below were collected from the profiles of 13 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 250 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Switzerland 1 <1%
France 1 <1%
Brazil 1 <1%
Canada 1 <1%
United States 1 <1%
Unknown 245 98%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 55 22%
Researcher 46 18%
Student > Master 35 14%
Student > Doctoral Student 13 5%
Student > Postgraduate 13 5%
Other 38 15%
Unknown 50 20%
Readers by discipline Count As %
Psychology 80 32%
Neuroscience 35 14%
Computer Science 14 6%
Agricultural and Biological Sciences 11 4%
Engineering 10 4%
Other 37 15%
Unknown 63 25%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 9. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 02 September 2021.
All research outputs
#4,316,873
of 25,443,857 outputs
Outputs from Frontiers in Human Neuroscience
#1,914
of 7,700 outputs
Outputs of similar age
#41,900
of 248,664 outputs
Outputs of similar age from Frontiers in Human Neuroscience
#92
of 260 outputs
Altmetric has tracked 25,443,857 research outputs across all sources so far. Compared to these this one has done well and is in the 82nd percentile: it's in the top 25% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 7,700 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 14.9. This one has done well, scoring higher than 75% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 248,664 tracked outputs that were published within six weeks on either side of this one in any source. This one has done well, scoring higher than 83% of its contemporaries.
We're also able to compare this research output to 260 others from the same source and published within six weeks on either side of this one. This one has gotten more attention than average, scoring higher than 64% of its contemporaries.