Stock market index prediction based on reservoir computing models

Wei-Jia Wang,Yong Tang,Jason Xiong,Yi-Cheng Zhang

Expert Systems with Applications（2021）

引用 15|浏览15

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摘要

•Reservoir computing models are proposed to predict seven stock market indices.•Random, small-world, and scale-free network topologies are studied.•Proposed models achieve competitive results compared to other deep learning models.

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关键词

Financial market prediction,Stock market index prediction,Financial time series,Reservoir computing,Deep learning

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