Skip to content

Class: LongShortTermMemory

Type of recurrent neural network that processes sequential data with a

satisfactory performance for both long and short span dependencies

URI: ai:LongShortTermMemory

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

Inheritance

Class Properties

Property Value
Class URI ai:LongShortTermMemory

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Long Short-Term Memory (LSTM)

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 22989:2022 3.4.7
upstream_iri https://w3id.org/dpv/ai/owl#LongShortTermMemory
dpv_extension_slug ai

Schema Source

Mappings

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

LinkML Source

Direct

name: LongShortTermMemory
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.4.7
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#LongShortTermMemory
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Type of recurrent neural network that processes sequential data with
  a

  satisfactory performance for both long and short span dependencies'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Long Short-Term Memory (LSTM)
exact_mappings:
- dpv_ai:LongShortTermMemory
- dpv_ai_owl:LongShortTermMemory
is_a: NeuralNetwork
mixins:
- TrainingTechnique
class_uri: ai:LongShortTermMemory

Induced

name: LongShortTermMemory
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.4.7
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#LongShortTermMemory
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Type of recurrent neural network that processes sequential data with
  a

  satisfactory performance for both long and short span dependencies'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Long Short-Term Memory (LSTM)
exact_mappings:
- dpv_ai:LongShortTermMemory
- dpv_ai_owl:LongShortTermMemory
is_a: NeuralNetwork
mixins:
- TrainingTechnique
class_uri: ai:LongShortTermMemory