Cas J.S. Teurlings

The paper investigates how brain regions encode emotional facial expressions using representational similarity analysis, finding that vmPFC and mid-posterior insula encode emotion categories and arousal+valence better than arousal alone.

The paper develops a Brain Reward Signature (BRS) using a LASSO-PCR model to predict reward and loss processing from brain activity, achieving high decoding accuracy across multiple tasks and samples.