Surface EMG-Based Hand Gesture Recognition Using a Hybrid Multistream Deep Learning Architecture.

Overall, these developments indicate a clear trend toward hybrid transformer-based architectures that unify local pattern extraction, sequential dependency modeling, and global contextual representation within a single framework.

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