Dean J. Krusienski

Pallidal Spectral and Phase-Amplitude Coupling Differences in Parkinsons Disease Locomotor States

This study examines bandpower and phase-amplitude coupling in the Globus pallidus internus of Parkinson's patients during different locomotor states, finding correlations with clinical motor scores.

Time-series models can predict long periods of human temporal EEG responses to randomly alternating visual stimuli

The paper uses time-series models to predict human EEG responses to visual stimuli and finds the simplest AR model performs as well as more complex models.

The Nested Hierarchy of Overt, Mouthed, and Imagined Speech Activity Evident in Intracranial Recordings

The paper analyzes intracranial recordings to compare speech activity detection across overt, mouthed, and imagined speech, finding a nested hierarchy of relevant brain channels.

Real-time Synthesis of Imagined Speech Processes from Minimally Invasive Recordings of Neural Activity

This paper develops a real-time speech synthesis system from neural activity for imagined and whispered speech, using implanted electrodes and frontal lobe activity.

Prefrontal High Gamma in ECoG tags periodicity of musical rhythms in perception and imagination

The paper shows that high-gamma ECoG activity in the prefrontal cortex tracks musical rhythm periodicity during perception and imagination.

Speech Synthesis from ECoG using Densely Connected 3D Convolutional Neural Networks

This paper uses deep neural networks to reconstruct speech from ECoG signals, achieving high correlation between reconstructed and original logMel spectrograms.