Quantum reservoirs handle multivariate time series best with task-specific encodings that leverage non-classical effects.
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Quantum reservoir computing using a fully connected transverse-field Ising model with input and memory qubits outperforms econometric and standard ML benchmarks in realized volatility forecasting.
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Multivariate quantum reservoir computing with discrete and continuous variable systems
Quantum reservoirs handle multivariate time series best with task-specific encodings that leverage non-classical effects.