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nlin.AO2025
Optimal information injection and transfer mechanisms for active matter reservoir computing
Mario U. Gaimann, Miriam Klopotek
Reservoir computing (RC) is a state-of-the-art machine learning method that makes use of the power of dynamical systems (the reservoir) for real-time inference. When using biologic…
nlin.AO2025
Robustly optimal dynamics for active matter reservoir computing
Mario U. Gaimann, Miriam Klopotek
Information processing abilities of active matter are studied in the reservoir computing (RC) paradigm to infer the future state of a chaotic signal. We uncover an exceptional regi…