Modulation index-based phase-amplitude coupling does not encode temporal polarity
This study demonstrates that while the modulation index (MI) effectively quantifies the strength of phase-amplitude coupling, it fails to encode temporal polarity, meaning it cannot distinguish between opposite temporal organizations of cross-frequency coupling and thus requires complementary phase-sensitive measures for mechanistic interpretations of temporal alignment.