The stable fixed point conjecture for target-free cliques in combinatorial threshold-linear networks
The stable fixed point conjecture for target-free cliques in combinatorial threshold-linear networks
Let be a directed graph on vertex set , and let . A target-free clique is a clique in with no common target outside the clique. The subset is the support of a stable fixed point of the combinatorial threshold-linear network associated to if and only if it is a target-free clique.
Stable fixed point conjecture. A subset is the support of a stable fixed point if and only if is a target-free clique.
This conjecture extends the stated fact that target-free cliques are exactly the supports of fixed points, and that these fixed points are stable. It also includes the singleton case, where target-free cliques are precisely sinks. The surrounding discussion presents this as a conjecture based on the observed graphs; its general status is not established in the supplied text.
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Sources & referencesView supporting material
Primary source
Katherine Morrison and Carina Curto, “Predicting neural network dynamics via graphical analysis”, arXiv:1804.01487 (2018).
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