Quantum LSTM and quantum reservoir computing match classical baselines in univariate financial forecasting and modestly outperform them in multivariate cases with correlated inputs when using suitable lag structures and amplitude encoding.
Quantum Machine Learning Applications in the Biomedical Domain: A Systematic Review
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
quant-ph 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Learning Temporal Patterns in Financial Time Series: A Comparative Study of Quantum LSTM and Quantum Reservoir Computing
Quantum LSTM and quantum reservoir computing match classical baselines in univariate financial forecasting and modestly outperform them in multivariate cases with correlated inputs when using suitable lag structures and amplitude encoding.