Haocheng Zhu

The paper argues that behavioral measures of multisensory integration are composite and misinterpreted, proposing a model-based inference pipeline to disentangle underlying factors.

Simultaneity-judgment training reduced flash-illusion susceptibility similarly in children with and without ADHD; Bayesian modelling showed lower common-cause prior in typical children versus lower temporal uncertainty in ADHD.

This study extends Bayesian Causal Inference (BCI) to multidimensional sensory processing, showing it accurately predicts multisensory perception outcomes across varying temporal and numerical disparities.