Digital Quantum Reservoir Computing
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Digital Quantum Reservoir Computing for ATM Time Series Prediction
arXiv:2606.04686v1 Announce Type: cross Abstract: We investigate a digital quantum reservoir computing (QRC) framework for multi-step forecasting of automated teller machine (ATM) cash demand time series on near-term quantum devices. The proposed approach uses parametrized four-qubit reservoirs with a fixed structure exploiting partial measurement and reset, where temporal data is encoded in rotation angles. Training is restricted to a classical Ridge-regression readout.