3 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Distinguishing indistinguishable attractors: Unsupervised anomaly detection with reservoir computers
Davide Prosperino, Haochun Ma, Christoph Räth
Detecting when a nonlinear dynamical system departs from its normal regime is a recurring problem across the sciences, from cardiology to climate and energy systems. We show that a…
cs.LG2025★ 3 cited
Tailored minimal reservoir computing: on the bidirectional connection between nonlinearities in the reservoir and in data
Davide Prosperino, Haochun Ma, Christoph Räth
We study how the degree of nonlinearity in the input data affects the optimal design of reservoir computers, focusing on how closely the model's nonlinearity should align with that…
quant-ph2025★ 3 cited
Predicting three-dimensional chaotic systems with four qubit quantum systems
Joel Steinegger, Christoph Räth
Reservoir computing (RC) is among the most promising approaches for AI-based prediction models of complex systems. It combines superior prediction performance with very low CPU-nee…