@inbook{1cae6dbd6969424982bc7d2ec8b94303,
title = "Topology Preservation in Self-Organizing Feature Maps: General Definition and Efficient Measurement",
abstract = "In this paper we present a new approach to the problem of measuring the topology preservation in SOFM. We introduce a precise definition of the meaning of that property and derive the so-called topographic function for its measuring based on the receptive fields of the neural units using explicitly the structure of the given data manifold.",
author = "Th. Villmann and R. Der and M. Herrmann and Th. Martinetz",
year = "1994",
doi = "10.1007/978-3-642-79386-8_20",
language = "English",
isbn = " 978-3-540-58649-4",
series = "Informatik aktuell",
publisher = "Springer",
pages = "159--166",
editor = "Bernd Reusch",
booktitle = "Fuzzy Logik",
address = "United Kingdom",
}