Isotropic Deviation Assignment

Isotropic deviation assignment is an algorithm for assigning radial unit deviations, which selects a single deviation value using a heuristic calculation based on the number of units and the volume of pattern space they occupy, with the objective of ensuring "a reasonable overlap." (Haykin, 1994). See also, Neural Networks and STATISTICA Automated Neural Networks.