Deep Learning [deep learning]

topical
56
Terms

hluboké učení

 

Hierarchical Learning

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

G Phenomena and Processes
G17.035 Algorithms 2 709
G17.035.250.500 Machine Learning 162
G17.035.250.500.250 Deep Learning 56
G17.035.250.500.250.250 Autoencoder
G17.035.250.500.250.500 Large Language Models
G17.035.250.500.375 Dimensionality Reduction
G17.035.250.500.438 Ensemble Learning
G17.035.250.500.469 Federated Learning
G17.035.250.500.500 Supervised Machine Learning 12
G17.035.250.500.625 Transfer Machine Learning
G17.035.250.500.750 Unsupervised Machine Learning 6
G17.485.500 Deep Learning 56
G17.485.500.250 Autoencoder
G17.485.500.500 Large Language Models

L Information Science
L01.224.050 Algorithms 2 709
L01.224.050.375 Artificial Intelligence 433
L01.224.050.375.530 Machine Learning 162
L01.224.050.375.530.250 Deep Learning 56
L01.224.050.375.530.250.250 Autoencoder
L01.224.050.375.530.250.500 Large Language Models
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 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
L01.224.050.375.605.500.250 Autoencoder
L01.224.050.375.605.500.500 Large Language Models
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