Ilkka A. Muukkonen

This study shows attention modulates auditory representations at different levels depending on the task and scene structure, enhancing low-level features in indistinct scenes and category-level representations in cross-category scenes.

This study shows selective attention reshapes neural geometry in a context- and category-dependent manner linked to behaviour using fMRI and representational geometry analyses.

This study investigates how selective attention modulates neural representations in the auditory cortex during naturalistic sound scenes, showing context-dependent prioritization of object-specific or category-level features.

The paper shows that an entropy model better predicts early brain responses to natural images than deep neural networks.

This study investigates the spatio-temporal dynamics of facial identity processing in the human brain using combined fMRI and EEG data, revealing prolonged and distributed neural activity.

This study combines fMRI and EEG data with computational models to show how face perception evolves over time and across brain regions, finding early visual processing and later emotional expression decoding.