Talk:Convolutional neural network
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 | A fact from this article appeared on Wikipedia's Main Page in the "Did you know?" column on December 9, 2013. The text of the entry was: Did you know ... that convolutional neural networks have achieved performance double that of humans on some image recognition problems? |
Feature Maps
Need to introduce what feature maps are for nontechnical readers. — Preceding unsigned comment added by Shsh16 (talk • contribs) 18:24, 15 February 2017 (UTC)
Non-linear Pooling
It says in the article: "Another important concept of CNNs is pooling, which is a form of non-linear down-sampling."
I don't think this is correct. There are pooling techniques, like average pooling which is mentioned in this same section, which are forms of linear down-sampling. I would remove the "non-linear." 194.117.26.63 (talk) 15:06, 13 May 2016 (UTC)
Plagiarism in "Layer patterns"
The text seems is copied from https://cs231n.github.io/convolutional-networks/#layerpat without any attribution — Preceding unsigned comment added by Jkoab (talk • contribs) 01:41, 8 June 2016 (UTC)
- Indeed. Deleted copyvio text, see below. Maproom (talk) 09:55, 8 June 2016 (UTC)
Copyright problem removed
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Suggestion: Move the section "Regularization methods" to a new page
The methods listed here are applicable to deep learning in general. This topic should be moved into a new page. OhadRubin (talk) 06:38, 27 November 2018 (UTC)
Parameter Sharing Clarifications
In the "Parameter sharing" section, "relax the parameter sharing scheme" is written, but what this actually means is unclear. — Preceding unsigned comment added by Ephsc (talk • contribs) 16:22, 27 September 2019 (UTC)
What is convolutional about a convolutional neural network?
The article fails to explain what the connection between CNNs and convolutions are in any meaningful way. In particular, convolutions don't act on vectors; they act on functions. Comparing with the equation on the page for convolutions, there's obviously something analogous. --Stellaathena (talk) 16:51, 14 December 2020 (UTC)
its actually the dsp version of a cross correlation, not a convolution. its a misnomer to call it convolution.