Tailored minimal reservoir computing: On the bidirectional connection between nonlinearities in the model and in data
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We study how the degree of nonlinearity in the input data affects the optimal design of reservoir computers (RCs), focusing on how closely the model's nonlinearity should align with that of the data. By reducing minimal RCs to a single tunable nonlinearity pa... ...
