Roberto Santana

Assessing the brain representation of conscious and unconscious visual contents using encoding based representational similarity analysis

The paper uses encoding-based representational similarity analysis to compare brain activity patterns for conscious and unconscious visual contents using fMRI data.

Informative neural representations of unseen contents during higher-order processing in human brains and deep artificial networks

This study identifies neural representations of unconscious content in human brains and simulates it using deep networks, showing overlapping representations between conscious and unconscious processing.

Decoding and encoding models reveal the role of mental simulation in the brain representation of meaning

This study shows that deeper mental simulation during word processing leads to more generalized and connected brain representations of meaning compared to shallow processing.