Reduce the User Burden of Multiuser Myoelectric Interface via Few-Shot Domain Adaptation

• Main Authors: Bo Xue (Author), Le Wu (Author), Aiping Liu (Author), Xu Zhang (Author), Xiang Chen (Author), Xun Chen (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Due to physiological and anatomical variations across users, myoelectric interfaces trained by multiple users cannot be adapted to the unique hand movement patterns of the new user. Most current work requires the new user to provide one or more trials per gesture (dozens to hundreds of samples), app...