Motor imagery brain machine interface

• Main Author: Ζάγγος, Χρήστος
• Other Authors: Zaggos, Christos
• Language: English
• Published: 2020
• Subjects: Brain machine interface; Electroencephalography (EEG); Deep learning; Convolutional neural networks; Recurrent neural networks; Motor imagery; Common spatial patterns; Wavelet decomposition; Διεπαφή εγκεφάλου-μηχανής; Ηλεκτροεγκεφαλογράφημα; Βαθιά μάθηση; Συνελικτικά νευρωνικά δίκτυα; Αναδρομικά νευρωνικά δίκτυα; Νοερές κινήσεις; Κοινά χωρικά πρότυπα; Μετασχηματισμός wavelet

Electroencephalography (EEG)-based Brain Machine Interfaces (also known as Brain Computer Interfaces BCIs), particularly those using motor-imagery (MI) data, have the potential to become groundbreaking technologies in both clinical and entertainment settings. That is attributed to their ability to c...