3 papers
cs.LG2026
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…
cs.HC2024
Customized Mid-Air Gestures for Accessibility: A $B Recognizer for Multi-Dimensional Biosignal Gestures
Momona Yamagami, Claire L. Mitchell, Alexandra A. Portnova-Fahreeva +3
Biosignal interfaces, using sensors in, on, or around the body, promise to enhance wearables interaction and improve device accessibility for people with motor disabilities. Howeve…
cs.HC2024
Two-In-One: A Design Space for Mapping Unimanual Input into Bimanual Interactions in VR for Users with Limited Movement
Momona Yamagami, Sasa Junuzovic, Mar Gonzalez-Franco +5
Virtual Reality (VR) applications often require users to perform actions with two hands when performing tasks and interacting with objects in virtual environments. Although bimanua…