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The Application of Qubit Neural Networks for Time Series Forecasting with Automatic Phase Adjustment Mechanism

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Figure

Figure 1. Schematic diagram for the processing realized by the qubit neuron.
Figure 2. Lagplot for normalized Sunspot TS with chosen lags Z t-1  to Z t-3 .
Figure 3. Sunspot series (darker line) and best forecast (lighter line) obtained by  the QNN model for the test set.
Table 3. Measures of the best predictions obtained for DJIA’s test set.

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