A Parameter-free Self-organizing Map for the Analysis of Pp-reactions at Cosy

Abstract

The Kohonen Algorithm was extended by (a) a coupling between node and input space based upon gravitational principles and (b) a controlling mechanism based upon two-point correlation functions. The extended algorithm avoids optimization of the learning rate and neighbourhood parameters and was successfully applied to ooine tasks like invariant mass analysis… (More)

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