Multi-channel EMG pattern classification based on deep learning

• Main Author: Τσίγγανος, Παναγιώτης
• Other Authors: Tsinganos, Panagiotis
• Language: English
• Published: 2021
• Subjects: Electromyography; Hand gesture recognition; Deep learning; Convolutional neural networks; Data augmentation; Transfer learning; Ηλεκτρομυογραφία; Αναγνώριση κινήσεων χεριού; Βαθιά μάθηση; Συνελικτικά νευρωνικά δίκτυα; Επαύξηση δεδομένων; Μεταφορά μάθησης

In recent years, a huge body of data generated by various applications in domains like social networks and healthcare have paved the way for the development of high performance models. Deep learning has transformed the field of data analysis by dramatically improving the state of the art in various...