On the stationary state of Kohonen's self-organizing sensory mapping

H. Ritter, Klaus J Schulten

Research output: Contribution to journalArticlepeer-review

Abstract

The stationary state of the self-organizing sensory mapping of Kohonen is investigated. For this purpose the equation for the stationary state is derived for the case of one-dimensional and two-dimensional mappings. The equation can be solved for special cases, including the general one-dimensional case, to yield an explicit expression for the local magnification factor of the map.

Original languageEnglish (US)
Pages (from-to)99-106
Number of pages8
JournalBiological Cybernetics
Volume54
Issue number2
DOIs
StatePublished - Jun 1 1986

ASJC Scopus subject areas

  • Biophysics

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