Before revision:  We prove a symmetry property of the minimal splitting of potential games and we describe how this property reflects to a decomposition of the potential function  .
After revision:  We prove a symmetry property of the minimal FDH-graph of potential games and we describe how this property reflects to a decomposition of the potential function .