[R] Detecting invariant manifolds in ReLU-based RNNs

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In a new #ICLR2026 publication we provide a novel algorithm for semi-analytically constructing the stable and unstable manifolds of fixed points and cycles of ReLU-based RNNs: https://openreview.net/pdf?id=EAwLAwHvhk Why is this important? Because it provides insight into why and how trained RNNs produce their behavior, as important for scientific and medical applications and explainable AI more generally. In scientific ML, RNNs are a common tool for dynamical systems reconstruction (https://...