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A Sparsity-Driven Backpropagation-Less Learning Framework Using Populations of Spiking Growth Transform Neurons

Overview of attention for article published in Frontiers in Neuroscience, July 2021
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • High Attention Score compared to outputs of the same age (95th percentile)
  • High Attention Score compared to outputs of the same age and source (98th percentile)

Mentioned by

news
7 news outlets
twitter
4 X users

Citations

dimensions_citation
1 Dimensions

Readers on

mendeley
13 Mendeley
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Title
A Sparsity-Driven Backpropagation-Less Learning Framework Using Populations of Spiking Growth Transform Neurons
Published in
Frontiers in Neuroscience, July 2021
DOI 10.3389/fnins.2021.715451
Pubmed ID
Authors

Ahana Gangopadhyay, Shantanu Chakrabartty

X Demographics

X Demographics

The data shown below were collected from the profiles of 4 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 13 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 13 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 15%
Professor 1 8%
Professor > Associate Professor 1 8%
Student > Master 1 8%
Unknown 8 62%
Readers by discipline Count As %
Computer Science 1 8%
Physics and Astronomy 1 8%
Social Sciences 1 8%
Neuroscience 1 8%
Engineering 1 8%
Other 0 0%
Unknown 8 62%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 51. 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 22 October 2021.
All research outputs
#830,008
of 25,392,582 outputs
Outputs from Frontiers in Neuroscience
#351
of 11,543 outputs
Outputs of similar age
#20,608
of 440,689 outputs
Outputs of similar age from Frontiers in Neuroscience
#7
of 417 outputs
Altmetric has tracked 25,392,582 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 96th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 11,543 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 11.0. This one has done particularly well, scoring higher than 96% 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 440,689 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 95% of its contemporaries.
We're also able to compare this research output to 417 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 98% of its contemporaries.