DN
ENT-00002097 · AI System

Differentiable Neural Computer

Differentiable Neural Computer is a AI system associated with DeepMind, classified in LXKeys.world as Specialized AI System.

Level V PersistentActiveDocumented
Human record

Overview

Differentiable Neural Computer is an AI model or research system associated with DeepMind. It is documented as neural system with dynamic external memory.

Timeline

  1. 2016First public appearance

    Differentiable Neural Computer entered the documented public record in 2016. This event is retained at the precision supported by the Entry’s reviewed source history.

Capabilities

AI-enabled task executionModel or workflow integrationInput/output transformationPublic system documentation

Known limitations

Model behavior depends on version, deployment settings and usage context.Capabilities should be interpreted through the linked model card, official documentation or research source.
Technical and structured detail

Technical description

Structured LXKeys.world registry record for Differentiable Neural Computer. Entity type: AI System; classification: Specialized AI System; creator/organization context: DeepMind. Canonical source anchor: https://www.deepmind.com/publications/hybrid-computing-using-a-neural-network-with-dynamic-external-memory. 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.

Controlled tags

AI HistoryResearch SystemMachine LearningHistorical
Relationship graph

Differentiable Neural Computer

Open in full graph
Differentiable Neural Computer
Associated organizationOutgoing
DeepMind

DeepMind is the organization or institutional context associated with Differentiable Neural Computer.

ClassificationOutgoing
Historical / Research AI System

Differentiable Neural Computer is classified as Historical / Research AI System.

Machine readable layer

Structured entry data for human tools, AI systems and machine clients.

{
    "@context": [
        "https://schema.org",
        {
            "lxw": "https://lxkeys.world/schema/"
        }
    ],
    "@type": "Thing",
    "identifier": "ENT-00002097",
    "name": "Differentiable Neural Computer",
    "alternateName": [],
    "additionalType": {
        "category": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "lxkeysEntity": false
    },
    "description": "Differentiable Neural Computer is a AI system associated with DeepMind, classified in LXKeys.world as Specialized AI System.",
    "creator": "DeepMind",
    "url": "https://lxkeys.world/entry.php?id=ENT-00002097&lang=en",
    "sameAs": "https://www.deepmind.com/publications/hybrid-computing-using-a-neural-network-with-dynamic-external-memory",
    "image": "",
    "lxkeysWorld": {
        "worldId": "ENT-00002097",
        "kind": "AI Systems",
        "type": "AI System",
        "subtype": "",
        "classification": "Specialized AI System",
        "organization": "DeepMind",
        "originContext": "AI history and research",
        "firstPublicAppearance": "2016",
        "currentStatus": "Active",
        "documentationStatus": "Documented",
        "documentationIndex": {
            "total": 82,
            "documentation": 25,
            "evidence": 13,
            "structure": 25,
            "relationships": 19,
            "level": "Level V Persistent"
        },
        "lxCalendarium": {
            "start_date_utc": "2023-04-01",
            "created_utc": "2026-06-17T01:33:48+00:00",
            "created_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4",
            "updated_utc": "2026-06-17T01:33:48+00:00",
            "updated_dypclt": "D-0 Y-2 P-3 C-3 L-22 T-4"
        },
        "facts": [],
        "capabilities": [
            "AI-enabled task execution",
            "Model or workflow integration",
            "Input/output transformation",
            "Public system documentation"
        ],
        "limitations": [
            "Model behavior depends on version, deployment settings and usage context.",
            "Capabilities should be interpreted through the linked model card, official documentation or research source."
        ],
        "tags": [
            "AI History",
            "Research System",
            "Machine Learning",
            "Historical"
        ],
        "timeline": [
            {
                "date": "2016",
                "title": "First public appearance",
                "description": "Differentiable Neural Computer entered the documented public record in 2016. This event is retained at the precision supported by the Entry’s reviewed source history.",
                "source_url": "https://www.deepmind.com/publications/hybrid-computing-using-a-neural-network-with-dynamic-external-memory",
                "verification_status": "source_backed_official"
            }
        ],
        "relationships": [
            {
                "target": "DeepMind",
                "type": "Associated organization",
                "description": "DeepMind is the organization or institutional context associated with Differentiable Neural Computer.",
                "evidence_level": "documentary"
            },
            {
                "target": "Historical / Research AI System",
                "type": "Classification",
                "description": "Differentiable Neural Computer is classified as Historical / Research AI System.",
                "evidence_level": "documentary"
            }
        ],
        "sources": [
            {
                "label": "Official documentation",
                "url": "https://www.deepmind.com/publications/hybrid-computing-using-a-neural-network-with-dynamic-external-memory",
                "source_type": "Research / Reference Source",
                "verification_status": "verified",
                "authority": "OFFICIAL",
                "role": "primary",
                "update_enabled": true,
                "authority_basis": "curated-corpus-refresh-2026-09-08"
            }
        ],
        "canonical": [],
        "imageMeta": []
    }
}
Proofs

Contribute to this record

Submit a source, correction or comment. Public changes remain moderated.

Submit proof or comment

Approved comments

No approved public comment yet.