Mingyue Qin

Zeroth-Order Forward-Only SNN Training Inspiring Neuromorphic On-Chip Learning

The human brain is a biologically instantiated on-device neural system that integrates both learning and inference in a unified architecture, which enables rapid and flexible learning on-the-fly. This extraordinary capability is achieved through non-BP learning mechanisms, whereas BP is computationa…