AIBullisharXiv – CS AI · 3h ago7/10
🧠
CLANE: Continual Learning of Actions on Neuromorphic Hardware from Event Cameras
Researchers have developed CLANE, a neuromorphic hardware system deployed on Intel Loihi 2 that enables continuous learning of human actions from event cameras without forgetting previously learned classes. The system achieves 70.4% accuracy on a 50-class action recognition dataset while consuming 100x less energy and delivering 16x lower latency than conventional GPU-based approaches, advancing on-device AI for AR/VR and robotics applications.