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Long Short Term Memory

Network AIO:LongShortTermMemory NOT_REVIEWED
A recurrent neural network with feedback connections that processes entire sequences of data.
Ontology IRI: https://w3id.org/aio/LongShortTermMemory

Ontology Structure & Relationships

Parent Classes
Branches
Network
Axiomatic Relationships

Annotations & Sources

Synonyms:
  • LSTM exact
Definition Sources:
Subsets:
  • https://w3id.org/aio/NetworkSubset

Curated AIMech Concepts Grounded to this Class

3 Concepts
Curated Concept Kind Mapping Relation Rationale
Attention-Based Configurable Convolutional Neural Network
AIMech:AttentionBasedConfigurableConvolutionalNeuralNetwork
 Architectures related_match An LSTM encodes the question and its hidden states are averaged; that component does not define the entire visual-question-answering architecture.
Depth-Gated LSTM
AIMech:DepthGatedLSTM
 Architectures broad_match The named architecture is a recurrent LSTM sequence network with an additional gated inter-layer cell path; the pinned generic LSTM network is broader.
Grid Long Short-Term Memory
AIMech:GridLongShortTermMemory
 Architectures related_match The grid generalizes LSTM memory transforms across computational axes. The pinned target specifically denotes a recurrent network processing sequences; this relation does not assert that every one-dimensional feed-forward Grid LSTM instance has that narrower temporal scope.

Import Provenance & Upstream Synchronization

Source Repo: AIO GitHub
Release Version: aio.json
Commit: 397851c547…
License: CC-BY-4.0
Imported At: 2026-10-10T07:34:10Z
SHA256: 8f741d71408c…
Source File: data/aio/LongShortTermMemory.yaml