Phenomena and Processes

Convolutional Neural Networks

Artificial neural networks designed to automatically learn features through the use of sequence of layers which transform one volume to the next. Convolutional neural networks initially produce a feature map by use of convolution layers consisting of a set of learnable filters convolved with input, i.e., having smaller widths and heights and the same depth as that of input volume.

National Library of MedicineMedical Subject Headings2026

Structured Summary

Abstract

Artificial neural networks designed to automatically learn features through the use of sequence of layers which transform one volume to the next. Convolutional neural networks initially produce a feature map by use of convolution layers consisting of a set of learnable filters convolved with input, i.e., having smaller widths and heights and the same depth as that of input volume.

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Classification

Broader headings

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MeSH Record

Synonyms

21 entry terms
  • Convolutional Neural Network
  • Neural Network, Convolutional
  • AlexNet
  • DenseNet
  • Densely Connected Convolutional Networks
  • EfficientNet
  • GoogLeNet
  • LeNet
  • LeNet-5 Convolutional Neural Network
  • MobileNets
  • ResNets
  • Residual Neural Network
  • VGGNet
  • Visual Geometry Group Network
  • ZFNet
  • GoogLeNets
  • LeNet 5 Convolutional Neural Network
  • Neural Network, Residual
  • Residual Neural Networks
  • VGGNets
  • ZFNets

MeSH Record

Aspects Covered

9 allowable subheadings

Indexed with the subheadings classification, economics, ethics, history, legislation & jurisprudence, standards, statistics & numerical data, supply & distribution, trends.

MeSH Record

History Note

2025

MeSH Record

Previous Indexing

  • Neural Networks, Computer (2005-2024)

MeSH Hierarchy

Tree Numbers

  1. G17w.485w.250w
  2. L01w.224w.050w.375w.605w.250w

AMA Style

References

  1. National Library of Medicine. Convolutional Neural Networks. Medical Subject Headings (MeSH). 2026. Unique ID D000098415. http://id.nlm.nih.gov/mesh/2026/D000098415
  2. Convolutional Neural Networks. In: Wikipedia. https://en.wikipedia.org/wiki/Convolutional_neural_network
  3. Convolutional Neural Networks. In: Wikidata. https://www.wikidata.org/wiki/Q17084460