JD Tech Talk
Feb 24, 2021 · Artificial Intelligence
Memory-Gated Recurrent Networks for Multivariate Time Series Analysis
The paper introduces Memory-Gated Recurrent Networks (mGRN), a novel RNN architecture that separately captures marginal and joint memories of multivariate time series, demonstrating significant performance gains over LSTM/GRU across diverse applications such as ICU monitoring, speech recognition, handwriting, and high‑frequency stock price prediction.
AIRecurrent Neural Networkfinancial prediction
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