Abstract: Surface electromyography (sEMG)-based locomotion intent recognition enhances lower-limb wearable device control by enabling earlier adjustments of control strategies, thereby improving ...

Abstract: Non-exemplar class-incremental learning refers to continual classifying of new and old classes without storing samples of old classes. Since only new class samples are available, ...