The enhanced brain coherence of young smokers under smoking stimuli and its relationship with smoking intensity and craving changes may represent a reduction in cortical efficiency and cognitive processing biases. And due to the attentional bias mechanism, smokers will allocate more resources to smoking stimuli and have a stronger craving.