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

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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.

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Ritter, H., Schulten, K. On the stationary state of Kohonen's self-organizing sensory mapping. Biol. Cybern. 54, 99–106 (1986). https://doi.org/10.1007/BF00320480

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  • DOI: https://doi.org/10.1007/BF00320480

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