Federated Learning in Offline and Online EMG Decoding: A Privacy and Performance Perspective

Kai Malcolm, César Uribe, Momona Yamagami

Neural interfaces offer a pathway to intuitive, high-bandwidth interaction, but the sensitive nature of neural data creates significant privacy hurdles for large-scale model traini…