# Dirichlet energy

The dirichlet energy of a continuous function on $$\mathbb{R}^d$$ is the $$L^2$$ norm of its gradient.

In the case of a 2D graph, such as a cellular automaton or hopfield network, this can be discretized as the $$L^2$$ norm of the difference along each edge.

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