most citedTailored minimal reservoir computing: on the bidirectional connection between nonlinearities in the reservoir and in data

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2026★ 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…

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…