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Class: NeuralNetwork

Network of one or more layers of neurons connected by weighted links

with adjustable weights, which takes input data and produces an output

URI: ai:NeuralNetwork

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


      NeuralNetwork <|-- ConvolutionalNeuralNetwork
        click ConvolutionalNeuralNetwork href "../ConvolutionalNeuralNetwork/"
      NeuralNetwork <|-- FeedForwardNeuralNetwork
        click FeedForwardNeuralNetwork href "../FeedForwardNeuralNetwork/"
      NeuralNetwork <|-- LongShortTermMemory
        click LongShortTermMemory href "../LongShortTermMemory/"
      NeuralNetwork <|-- RecurrentNeuralNetwork
        click RecurrentNeuralNetwork href "../RecurrentNeuralNetwork/"

Inheritance

Class Properties

Property Value
Class URI ai:NeuralNetwork

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Neural Network

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 22989:2022 3.4.8
upstream_iri https://w3id.org/dpv/ai/owl#NeuralNetwork
dpv_extension_slug ai

Schema Source

Mappings

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

LinkML Source

Direct

name: NeuralNetwork
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.4.8
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#NeuralNetwork
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Network of one or more layers of neurons connected by weighted links

  with adjustable weights, which takes input data and produces an output'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Neural Network
exact_mappings:
- dpv_ai:NeuralNetwork
- dpv_ai_owl:NeuralNetwork
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:NeuralNetwork

Induced

name: NeuralNetwork
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.4.8
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#NeuralNetwork
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Network of one or more layers of neurons connected by weighted links

  with adjustable weights, which takes input data and produces an output'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Neural Network
exact_mappings:
- dpv_ai:NeuralNetwork
- dpv_ai_owl:NeuralNetwork
is_a: MachineLearning
mixins:
- TrainingTechnique
class_uri: ai:NeuralNetwork