NEUROLOGIC: From Neural Representations to Interpretable Logic Rules

Chuqin Geng, Anqi Xing, Li Zhang +3

Rule-based explanation methods offer rigorous and globally interpretable insights into neural network behavior. However, existing approaches are mostly limited to small fully conne…