Quantization-Aware Neuromorphic Architecture for Skin Lesion Classification on Resource-Constrained Devices

Haitian Wang, Xia Cheng, Xinyu Wang +2

On-device skin lesion analysis is constrained by the compute and energy cost of conventional CNN inference and by the need for lightweight calibration under clinical data shift. Ne…