A Bayesian Variational principle for dynamic Self Organizing Maps

Code

• github.com/anthony-neo/vdsom
  OfficialIn paperpytorch★ 1

Abstract

We propose organisation conditions that yield a method for training SOM with adaptative neighborhood radius in a variational Bayesian framework. This method is validated on a non-stationary setting and compared in an high-dimensional setting with an other adaptative method.

Reproductions