Linearizing weakly coupled locked phases gives , where is the directed graph Laplacian. Multiplying by a normalized left null vector eliminates coupling and gives the displayed weighted frequency. In a balanced network, including symmetric reciprocal coupling, and the frequency is the arithmetic mean. A zero diagonal in the coupling matrix alone does not imply balance. For two directed weights , the weights are .
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