LS
ENT-00001798 · AI Architecture

Long Short-Term Memory

Long Short-Term Memory is a AI architecture or method associated with Research community, classified in LXKeys.world as AI Architecture.

Niveau V PersistantHistoricalDocumenté
Fiche publique

Vue d’ensemble

Long Short-Term Memory is a AI architecture or method associated with Research community. This Entry records its public identity, classification as AI Architecture, source provenance, release or appearance history, documented capabilities and graph relationships. Primary-source material is preferred for factual maintenance; secondary references are retained only as supporting context.

Chronologie

  1. 1997Initial research publication

    Long Short-Term Memory entered the documented public record in 1997. This event is retained at the precision supported by the Entry’s reviewed source history.

Capacités

Technical methodModel designResearch reference

Limites connues

This Entry describes an architectural concept rather than one fixed implementation.Behavior and performance depend on the concrete model, training procedure, data and hyperparameters in which the architecture is used.Historical attribution and terminology may span multiple publications and later variants.
Détail technique et structuré

Description technique

Structured LXKeys.world registry record for Long Short-Term Memory. Entity type: AI Architecture; classification: AI Architecture; creator/organization context: Sepp Hochreiter and Jürgen Schmidhuber. Canonical source anchor: https://www.bioinf.jku.at/publications/older/2604.pdf. The record tracks source authority, first public appearance, timeline, capabilities, limitations, registry status and graph relationships. Automatic refresh is limited to sources explicitly classified as OFFICIAL and enabled for updates; documentary and research references remain non-authoritative unless reviewed.

Tags contrôlés

AI ArchitectureMethodResearch System
Graphe relationnel

Long Short-Term Memory

Ouvrir dans le graphe complet
Long Short-Term Memory
Organisation associéeSortante
Research community

Long Short-Term Memory is associated with Research community through its documented source context.

Couche lisible par machine

Données structurées de l’entrée pour les outils humains, les systèmes IA et les clients machine.

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00001798",
    "name": "Long Short-Term Memory",
    "alternateName": [],
    "additionalType": {
        "category": "Methods and Research",
        "type": "AI Architecture",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "Long Short-Term Memory is a AI architecture or method associated with Research community, classified in LXKeys.world as AI Architecture.",
    "creator": "Sepp Hochreiter and Jürgen Schmidhuber",
    "url": "https://lxkeys.world/entry.php?id=ENT-00001798&lang=fr",
    "sameAs": "https://www.bioinf.jku.at/publications/older/2604.pdf",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00001798",
        "kind": "Methods and Research",
        "type": "AI Architecture",
        "subtype": "",
        "classification": "AI Architecture",
        "organization": "Research community",
        "originContext": "Public AI and technical record",
        "firstPublicAppearance": "1997",
        "currentStatus": "Historical",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 21,
            "structure": 25,
            "relationships": 11,
            "level": "Level V Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-16T23:59:28+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3",
            "updated_utc": "2026-06-16T23:59:28+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-21 T-3"
        },
        "facts": [],
        "capabilities": [
            "Technical method",
            "Model design",
            "Research reference"
        ],
        "limitations": [
            "This Entry describes an architectural concept rather than one fixed implementation.",
            "Behavior and performance depend on the concrete model, training procedure, data and hyperparameters in which the architecture is used.",
            "Historical attribution and terminology may span multiple publications and later variants."
        ],
        "tags": [
            "AI Architecture",
            "Method",
            "Research System"
        ],
        "timeline": [
            {
                "date": "1997",
                "title": "Initial research publication",
                "description": "Long Short-Term Memory entered the documented public record in 1997. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://www.bioinf.jku.at/publications/older/2604.pdf",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "Research community",
                "type": "Associated organization",
                "description": "Long Short-Term Memory is associated with Research community through its documented source context.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Canonical official source",
                "url": "https://www.bioinf.jku.at/publications/older/2604.pdf",
                "source_type": "Official Source",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            },
            {
                "label": "Research or encyclopaedic reference",
                "url": "https://en.wikipedia.org/wiki/Long_short-term_memory",
                "source_type": "Encyclopaedic Reference",
                "verification_status": "verified",
                "authority": "SECONDARY",
                "role": "reference",
                "update_enabled": false,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
Preuves

Contribuer à cette entrée

Soumettez une source, une correction ou un commentaire. Les modifications publiques restent modérées.

Soumettre une preuve ou un commentaire

Commentaires approuvés

Aucun commentaire public approuvé pour le moment.