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Class: DeepLearning

Approach to creating rich hierarchical representations through the

training of neural networks with many hidden layers

URI: ai:DeepLearning

 classDiagram
    class DeepLearning
    click DeepLearning href "../DeepLearning/"
      TrainingTechnique <|-- DeepLearning
        click TrainingTechnique href "../TrainingTechnique/"
      MachineLearning <|-- DeepLearning
        click MachineLearning href "../MachineLearning/"


      DeepLearning <|-- TransferLearning
        click TransferLearning href "../TransferLearning/"

Inheritance

Class Properties

Property Value
Class URI ai:DeepLearning

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Deep Learning

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 22989:2022 3.4.4
upstream_iri https://w3id.org/dpv/ai/owl#DeepLearning
dpv_extension_slug ai

Schema Source

Mappings

Mapping Type Mapped Value
self ai:DeepLearning
native ai:DeepLearning
exact dpv_ai:DeepLearning, dpv_ai_owl:DeepLearning

LinkML Source

Direct

name: DeepLearning
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.4.4
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#DeepLearning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Approach to creating rich hierarchical representations through the

  training of neural networks with many hidden layers'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Deep Learning
exact_mappings:
- dpv_ai:DeepLearning
- dpv_ai_owl:DeepLearning
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:DeepLearning

Induced

name: DeepLearning
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.4.4
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#DeepLearning
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Approach to creating rich hierarchical representations through the

  training of neural networks with many hidden layers'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Deep Learning
exact_mappings:
- dpv_ai:DeepLearning
- dpv_ai_owl:DeepLearning
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:DeepLearning