"self-organizing map" meaning in English

See self-organizing map in All languages combined, or Wiktionary

Noun

Forms: self-organizing maps [plural]
Head templates: {{en-noun}} self-organizing map (plural self-organizing maps)
  1. (machine learning) A kind of artificial neural network trained using competitive learning rather than error correction, and producing a low-dimensional (typically two-dimensional) representation of a higher-dimensional data set while preserving the topological structure of the data. Categories (topical): Machine learning Synonyms: Kohonen map, Kohonen network, SOM [initialism]
    Sense id: en-self-organizing_map-en-noun-QMPeVEj6 Categories (other): English entries with incorrect language header, Pages with 1 entry, Pages with entries

Inflected forms

Alternative forms

{
  "forms": [
    {
      "form": "self-organizing maps",
      "tags": [
        "plural"
      ]
    }
  ],
  "head_templates": [
    {
      "args": {},
      "expansion": "self-organizing map (plural self-organizing maps)",
      "name": "en-noun"
    }
  ],
  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
  "senses": [
    {
      "categories": [
        {
          "kind": "other",
          "name": "English entries with incorrect language header",
          "parents": [
            "Entries with incorrect language header",
            "Entry maintenance"
          ],
          "source": "w"
        },
        {
          "kind": "other",
          "name": "Pages with 1 entry",
          "parents": [],
          "source": "w"
        },
        {
          "kind": "other",
          "name": "Pages with entries",
          "parents": [],
          "source": "w"
        },
        {
          "kind": "topical",
          "langcode": "en",
          "name": "Machine learning",
          "orig": "en:Machine learning",
          "parents": [
            "Artificial intelligence",
            "Computer science",
            "Cybernetics",
            "Computing",
            "Sciences",
            "Applied mathematics",
            "Systems theory",
            "Technology",
            "All topics",
            "Mathematics",
            "Systems",
            "Fundamental",
            "Formal sciences",
            "Interdisciplinary fields",
            "Society"
          ],
          "source": "w"
        }
      ],
      "glosses": [
        "A kind of artificial neural network trained using competitive learning rather than error correction, and producing a low-dimensional (typically two-dimensional) representation of a higher-dimensional data set while preserving the topological structure of the data."
      ],
      "id": "en-self-organizing_map-en-noun-QMPeVEj6",
      "links": [
        [
          "machine learning",
          "machine learning"
        ],
        [
          "artificial",
          "artificial"
        ],
        [
          "neural network",
          "neural network"
        ]
      ],
      "qualifier": "machine learning",
      "raw_glosses": [
        "(machine learning) A kind of artificial neural network trained using competitive learning rather than error correction, and producing a low-dimensional (typically two-dimensional) representation of a higher-dimensional data set while preserving the topological structure of the data."
      ],
      "synonyms": [
        {
          "word": "Kohonen map"
        },
        {
          "word": "Kohonen network"
        },
        {
          "tags": [
            "initialism"
          ],
          "word": "SOM"
        }
      ]
    }
  ],
  "word": "self-organizing map"
}
{
  "forms": [
    {
      "form": "self-organizing maps",
      "tags": [
        "plural"
      ]
    }
  ],
  "head_templates": [
    {
      "args": {},
      "expansion": "self-organizing map (plural self-organizing maps)",
      "name": "en-noun"
    }
  ],
  "lang": "English",
  "lang_code": "en",
  "pos": "noun",
  "senses": [
    {
      "categories": [
        "English countable nouns",
        "English entries with incorrect language header",
        "English lemmas",
        "English multiword terms",
        "English nouns",
        "Pages with 1 entry",
        "Pages with entries",
        "en:Machine learning"
      ],
      "glosses": [
        "A kind of artificial neural network trained using competitive learning rather than error correction, and producing a low-dimensional (typically two-dimensional) representation of a higher-dimensional data set while preserving the topological structure of the data."
      ],
      "links": [
        [
          "machine learning",
          "machine learning"
        ],
        [
          "artificial",
          "artificial"
        ],
        [
          "neural network",
          "neural network"
        ]
      ],
      "qualifier": "machine learning",
      "raw_glosses": [
        "(machine learning) A kind of artificial neural network trained using competitive learning rather than error correction, and producing a low-dimensional (typically two-dimensional) representation of a higher-dimensional data set while preserving the topological structure of the data."
      ],
      "synonyms": [
        {
          "word": "Kohonen map"
        },
        {
          "word": "Kohonen network"
        },
        {
          "tags": [
            "initialism"
          ],
          "word": "SOM"
        }
      ]
    }
  ],
  "word": "self-organizing map"
}

Download raw JSONL data for self-organizing map meaning in English (1.3kB)


This page is a part of the kaikki.org machine-readable English dictionary. This dictionary is based on structured data extracted on 2024-11-06 from the enwiktionary dump dated 2024-10-02 using wiktextract (fbeafe8 and 7f03c9b). The data shown on this site has been post-processed and various details (e.g., extra categories) removed, some information disambiguated, and additional data merged from other sources. See the raw data download page for the unprocessed wiktextract data.

If you use this data in academic research, please cite Tatu Ylonen: Wiktextract: Wiktionary as Machine-Readable Structured Data, Proceedings of the 13th Conference on Language Resources and Evaluation (LREC), pp. 1317-1325, Marseille, 20-25 June 2022. Linking to the relevant page(s) under https://kaikki.org would also be greatly appreciated.