Deep Learning [deep learning]

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Hierarchical Learning

Persistent link   https://www.medvik.cz/link/D000077321
Definition

Supervised or unsupervised machine learning methods that use multiple layers of data representations generated by nonlinear transformations, instead of individual task-specific ALGORITHMS, to build and train neural network models.

DUI
D000077321 MeSH Browser
CUI
M000640536
Previous indexing
Artificial Intelligence (2001-2018)
History note
2019
Public note
2019

Allowable subheadings

CL
classification
EC
economics
ES
ethics
HI
history
LJ
legislation & jurisprudence
ST
standards
SN
statistics & numerical data
SD
supply & distribution
TD
trends 1

G Phenomena and Processes
G17 Mathematical Concepts 66
G17.035 Algorithms 2 718
G17.035.250 Artificial Intelligence 465
G17.035.250.500 Machine Learning 173
G17.035.250.500.250 Deep Learning 59
G17.035.250.500.250.250 Autoencoder
G17.035.250.500.250.500 Large Language Models 1
G17.035.250.500.375 Dimensionality Reduction
G17.035.250.500.438 Ensemble Learning
G17.035.250.500.469 Federated Learning
G17.035.250.500.485 Reinforcement Machine Learning
G17.035.250.500.493 Representation Machine Learning
G17.035.250.500.500 Supervised Machine Learning 12
G17.035.250.500.625 Transfer Machine Learning
G17.035.250.500.750 Unsupervised Machine Learning 6
G17.485 Neural Networks, Computer 348
G17.485.125 Cellular Neural Networks, Computer
G17.485.250 Convolutional Neural Networks
G17.485.500 Deep Learning 59
G17.485.500.250 Autoencoder
G17.485.500.500 Large Language Models 1
G17.485.625 Feedforward Neural Networks
G17.485.688 Graph Neural Networks
G17.485.875 Radial Basis Function Networks
G17.485.937 Recurrent Neural Networks

L Information Science
L01 Information Science 166
L01.224 Computing Methodologies 159
L01.224.050 Algorithms 2 718
L01.224.050.375 Artificial Intelligence 465
L01.224.050.375.530 Machine Learning 173
L01.224.050.375.530.250 Deep Learning 59
L01.224.050.375.530.250.250 Autoencoder
L01.224.050.375.530.250.500 Large Language Models 1
L01.224.050.375.530.375 Dimensionality Reduction
L01.224.050.375.530.438 Ensemble Learning
L01.224.050.375.530.469 Federated Learning
L01.224.050.375.530.485 Reinforcement Machine Learning
L01.224.050.375.530.493 Representation Machine Learning
L01.224.050.375.530.500 Supervised Machine Learning 12
L01.224.050.375.530.625 Transfer Machine Learning
L01.224.050.375.530.750 Unsupervised Machine Learning 6
L01.224.050.375.605 Neural Networks, Computer 348
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 59
L01.224.050.375.605.500.250 Autoencoder
L01.224.050.375.605.500.500 Large Language Models 1
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

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