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Efficient shallow learning mechanism as an alternative to deep learning

Overview of attention for article published in Physica A, February 2024
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • Among the highest-scoring outputs from this source (#13 of 4,021)
  • High Attention Score compared to outputs of the same age (97th percentile)
  • High Attention Score compared to outputs of the same age and source (95th percentile)

Mentioned by

news
9 news outlets
blogs
1 blog
twitter
7 X users
video
1 YouTube creator

Citations

dimensions_citation
3 Dimensions

Readers on

mendeley
5 Mendeley
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Title
Efficient shallow learning mechanism as an alternative to deep learning
Published in
Physica A, February 2024
DOI 10.1016/j.physa.2024.129513
Authors

Ofek Tevet, Ronit D. Gross, Shiri Hodassman, Tal Rogachevsky, Yarden Tzach, Yuval Meir, Ido Kanter

Timeline

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X Demographics

X Demographics

The data shown below were collected from the profiles of 7 X users who shared this research output. Click here to find out more about how the information was compiled.
As of 1 July 2024, you may notice a temporary increase in the numbers of X profiles with Unknown location. Click here to learn more.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 5 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 5 100%

Demographic breakdown

Readers by professional status Count As %
Researcher 2 40%
Student > Ph. D. Student 1 20%
Professor 1 20%
Unknown 1 20%
Readers by discipline Count As %
Neuroscience 2 40%
Physics and Astronomy 1 20%
Computer Science 1 20%
Unknown 1 20%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 75. 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 20 June 2024.
All research outputs
#595,722
of 26,181,776 outputs
Outputs from Physica A
#13
of 4,021 outputs
Outputs of similar age
#9,652
of 370,858 outputs
Outputs of similar age from Physica A
#1
of 20 outputs
Altmetric has tracked 26,181,776 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 97th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 4,021 research outputs from this source. They receive a mean Attention Score of 3.3. This one has done particularly well, scoring higher than 99% 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 370,858 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 97% of its contemporaries.
We're also able to compare this research output to 20 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 95% of its contemporaries.