Jordan O’Byrne

The paper shows that resting-state EEG criticality features predict perturbational complexity index (PCI) in disorders of consciousness, but only in specific patient subgroups.

This study examines how meditation affects neural oscillations, complexity, and critical dynamics using MEG in expert monks, finding increased complexity and reduced gamma-band long-range correlations during meditation.

This study finds that phase-amplitude coupling between spindles and slow oscillations during NREM sleep is stable and not affected by pre-sleep learning, but correlates with memory consolidation in a specific learning paradigm.

The paper investigates how criticality in resting-state EEG correlates with perturbational complexity and consciousness during anesthesia, finding that unconscious states show reduced criticality.

This paper evaluates the impact of class imbalance on ML performance in neuroscience, showing that Accuracy is misleading and recommending Balanced Accuracy and Random Forest with stratified cross-validation.