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How many neurons do we need? A refined analysis for shallow networks trained with gradient descent

Overview of attention for article published in Journal of Statistical Planning & Inference, December 2024
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2 X users

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2 Mendeley
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Title
How many neurons do we need? A refined analysis for shallow networks trained with gradient descent
Published in
Journal of Statistical Planning & Inference, December 2024
DOI 10.1016/j.jspi.2024.106169
Authors

Mike Nguyen, Nicole Mücke

X Demographics

X Demographics

The data shown below were collected from the profiles of 2 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 2 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 50%
Researcher 1 50%
Readers by discipline Count As %
Nursing and Health Professions 1 50%
Unknown 1 50%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 2. 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 28 March 2024.
All research outputs
#15,704,531
of 25,656,290 outputs
Outputs from Journal of Statistical Planning & Inference
#215
of 364 outputs
Outputs of similar age
#88
of 185 outputs
Outputs of similar age from Journal of Statistical Planning & Inference
#1
of 1 outputs
Altmetric has tracked 25,656,290 research outputs across all sources so far. This one is in the 37th percentile – i.e., 37% of other outputs scored the same or lower than it.
So far Altmetric has tracked 364 research outputs from this source. They receive a mean Attention Score of 2.6. This one is in the 39th percentile – i.e., 39% of its peers scored the same or lower than it.
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 185 tracked outputs that were published within six weeks on either side of this one in any source. This one is in the 47th percentile – i.e., 47% of its contemporaries scored the same or lower than it.
We're also able to compare this research output to 1 others from the same source and published within six weeks on either side of this one. This one has scored higher than all of them