Kohonen network

{
  "id": "MLC-T-CHM-006377",
  "term": "Kohonen network",
  "field": "Chemistry",
  "definition": "A type of artificial neural network, also known as a self-organizing map, used for unsupervised learning and data visualization. It maps high-dimensional input data onto a lower-dimensional grid of neurons, preserving the topological relationships of the input data. This network is often employed for clustering, pattern recognition, and dimensionality reduction in chemometrics.",
  "subject": "Analytical Chemistry",
  "references": [
    "PAC, 2016, 88, 407. 'Vocabulary of concepts and terms in chemometrics (IUPAC Recommendations 2016)' on page 430 (https://doi.org/10.1515/pac-2015-0605)"
  ],
  "url": "https://mlchart.com/terminology/chemistry/kohonen-network/"
}