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Reinforcement Learning in Autism Spectrum Disorder

Overview of attention for article published in Frontiers in Psychology, November 2017
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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 (91st percentile)
  • High Attention Score compared to outputs of the same age and source (85th percentile)

Mentioned by

news
1 news outlet
blogs
1 blog
twitter
5 X users
video
1 YouTube creator

Citations

dimensions_citation
29 Dimensions

Readers on

mendeley
154 Mendeley
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Title
Reinforcement Learning in Autism Spectrum Disorder
Published in
Frontiers in Psychology, November 2017
DOI 10.3389/fpsyg.2017.02035
Pubmed ID
Authors

Manuela Schuetze, Christiane S. Rohr, Deborah Dewey, Adam McCrimmon, Signe Bray

Abstract

Early behavioral interventions are recognized as integral to standard care in autism spectrum disorder (ASD), and often focus on reinforcing desired behaviors (e.g., eye contact) and reducing the presence of atypical behaviors (e.g., echoing others' phrases). However, efficacy of these programs is mixed. Reinforcement learning relies on neurocircuitry that has been reported to be atypical in ASD: prefrontal-sub-cortical circuits, amygdala, brainstem, and cerebellum. Thus, early behavioral interventions rely on neurocircuitry that may function atypically in at least a subset of individuals with ASD. Recent work has investigated physiological, behavioral, and neural responses to reinforcers to uncover differences in motivation and learning in ASD. We will synthesize this work to identify promising avenues for future research that ultimately can be used to enhance the efficacy of early intervention.

X Demographics

X Demographics

The data shown below were collected from the profiles of 5 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 154 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Canada 1 <1%
Unknown 153 99%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 27 18%
Student > Bachelor 22 14%
Student > Master 20 13%
Researcher 17 11%
Student > Doctoral Student 7 5%
Other 19 12%
Unknown 42 27%
Readers by discipline Count As %
Psychology 31 20%
Neuroscience 23 15%
Agricultural and Biological Sciences 8 5%
Computer Science 7 5%
Medicine and Dentistry 6 4%
Other 25 16%
Unknown 54 35%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 21. 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 30 September 2023.
All research outputs
#1,722,776
of 24,791,202 outputs
Outputs from Frontiers in Psychology
#3,489
of 33,436 outputs
Outputs of similar age
#38,395
of 448,936 outputs
Outputs of similar age from Frontiers in Psychology
#80
of 548 outputs
Altmetric has tracked 24,791,202 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 93rd percentile: it's in the top 10% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 33,436 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 13.0. This one has done well, scoring higher than 89% 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 448,936 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 91% of its contemporaries.
We're also able to compare this research output to 548 others from the same source and published within six weeks on either side of this one. This one has done well, scoring higher than 85% of its contemporaries.