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most citedTwo-phase quadratic integrate-and-fire neurons: Exact low-dimensional description for ensembles of finite-voltage neurons

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stat.ML2026

Next-Generation Reservoir Computing for Dynamical Inference

Rok Cestnik, Erik A. Martens

We present a simple and scalable implementation of next-generation reservoir computing (NGRC) for modeling dynamical systems from time-series data. The method uses a pseudorandom n…