A new financial data forecasting model using genetic algorithm and long short-term memory network
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2020.04.086
Abstract: Abstract Financial data forecasting is conducive to get a better understanding of the future economic situation. Recently, variational mode decomposition (VMD) is introduced into the field of financial data forecasting. However, the prediction accuracy of… read more here.
Keywords: genetic algorithm; model; financial data; data forecasting ... See more keywords
Optimizing Temporal Data Forecasting for Stiffness-Modulated MEMS Reservoir Computing
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DOI: 10.1109/jsen.2024.3446672
Abstract: This study details an advanced method of algorithm optimization, specifically developed for a novel reservoir computing (RC) architecture to forecast temporal information. Our physical RC is implemented using micro-electro-mechanical systems (MEMSs), ingeniously employing stiffness modulation,… read more here.
Keywords: forecasting stiffness; data forecasting; stiffness modulated; reservoir computing ... See more keywords