Jump to content

File:ConvolutionAndPooling.svg

Page contents not supported in other languages.
This is a file from the Wikimedia Commons
From Wikipedia, the free encyclopedia

Original file (SVG file, nominally 839 × 208 pixels, file size: 160 KB)

Summary

Description
English: Figure 6 from Andreas Maier, Christopher Syben. Tobias Lasser. Christian Riess. "A gentle introduction to deep learning in medical image processing". Zeitschrift für Medizinische Physik

Volume 29, Issue 2, May 2019, Pages 86-101.

https://www.sciencedirect.com/science/article/pii/S093938891830120X#fig0010

Please reference this article, if you reuse this figure.

Original Caption: Convolutional layers only face a limited preceptive field and all neurons share the same weights (cf. left side of the figure; adopted from [40]). Pooling layers reduce the total input size. Both are typically combined in an alternating manner to construct convolutional neural networks (CNNs). An example is shown on the right.
Date
Source https://www.sciencedirect.com/science/article/pii/S093938891830120X#fig0010
Author Andreas Maier

Licensing

w:en:Creative Commons
attribution
This file is licensed under the Creative Commons Attribution 4.0 International license.
You are free:
  • to share – to copy, distribute and transmit the work
  • to remix – to adapt the work
Under the following conditions:
  • attribution – You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.

Captions

Convolutional layers only face a limited preceptive field and all neurons share the same weights (cf. left side of the figure). Pooling layers reduce the total input size.

1 March 2019

image/svg+xml

33b6d35bfc6458e69e836a63f92f5250a7c10794

163,932 byte

208 pixel

839 pixel

File history

Click on a date/time to view the file as it appeared at that time.

Date/TimeThumbnailDimensionsUserComment
current07:20, 16 October 2019Thumbnail for version as of 07:20, 16 October 2019839 × 208 (160 KB)AKMaierUser created page with UploadWizard

The following page uses this file:

Global file usage

The following other wikis use this file:

  • Usage on tr.wikipedia.org

Metadata