LSTM-MSA: A Novel Deep Learning Model With Dual-Stage Attention Mechanisms Forearm EMG-Based Hand Gesture Recognition

This paper introduces the Long Short-Term Memory with Dual-Stage Attention (LSTM-MSA) model, an approach for analyzing electromyography (EMG) signals. EMG signals are crucial in applications like prosthetic control, rehabilitation, and human-computer interaction, but they come with inherent challeng...

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Main Authors: Haotian Zhang (Author), Hang Qu (Author), Long Teng (Author), Chak-Yin Tang (Author)
Format: Book
Published: IEEE, 2023-01-01T00:00:00Z.
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3rd Floor Main Library

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Call Number: A1234.567
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