Tag: reservoir

Quantum Reservoir Computing and Risk Bounds arXiv:2501.08640v1 Announce Type: cross Abstract: We propose a way to bound the generalisation errors of several classes of quantum reservoirs using the Rademacher complexity. We give specific, parameter-dependent bounds for two particular quantum reservoir classes. We analyse how the generalisation bounds scale with growing numbers of qubits. Applying our…