Convolutional Neural Networks [konvoluční neuronové sítě]

topical
Terms

konvoluční neuronová síť LeNet-5
konvoluční neuronová síť VGG
konvoluční sítě
plně propojené konvoluční sítě
reziduální neuronová síť
VGG-net

 

AlexNet
Densely Connected Convolutional Networks
DenseNet
EfficientNet
GoogLeNet
LeNet
LeNet-5 Convolutional Neural Network
MobileNets
Residual Neural Network
ResNets
VGGNet
Visual Geometry Group Network
ZFNet

Definition

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.

DUI
D000098415 MeSH Browser
CUI
M000766634
Previous indexing
Neural Networks, Computer (2005-2024)
History note
2025
Public note
2025

G Phenomena and Processes
G17.485.500 Deep Learning 56

L Information Science
L01.224.050 Algorithms 2 709
L01.224.050.375 Artificial Intelligence 433
L01.224.050.375.605 Neural Networks, Computer 346
L01.224.050.375.605.125 Cellular Neural Networks, Computer
L01.224.050.375.605.250 Convolutional Neural Networks
L01.224.050.375.605.500 Deep Learning 56
L01.224.050.375.605.625 Feedforward Neural Networks
L01.224.050.375.605.688 Graph Neural Networks
L01.224.050.375.605.875 Radial Basis Function Networks
L01.224.050.375.605.937 Recurrent Neural Networks