Recording human cortical population spikes non-invasively – An EEG tutorial

Abstract

BackgroundNon-invasively recorded somatosensory high-frequency oscillations (sHFOs) evoked by electric nerve stimulation are markers of human cortical population spikes. Previously, their analysis was based on massive averaging of EEG responses. Advanced neurotechnology and optimized off-line analysis can enhance the signal-to-noise ratio of sHFOs, eventually enabling single-trial analysis. MethodsThe rationale for developing dedicated low-noise EEG technology for sHFOs is unfolded. Detailed recording procedures and tailored analysis principles are explained step-by-step. Source codes in Matlab and Python are provided as supplementary material online. ResultsCombining synergistic hardware and analysis improvements, evoked sHFOs at around 600Hz (‘σ-bursts’) can be studied in single-trials. Additionally, optimized spatial filters increase the signal-to-noise ratio of components at about 1kHz (‘κ-bursts’) enabling their detection in non-invasive surface EEG. ConclusionssHFOs offer a unique possibility to record evoked human cortical population spikes non-invasively. The experimental approaches and algorithms presented here enable also non-specialized EEG laboratories to combine measurements of conventional low-frequency EEG with the analysis of concomitant cortical population spike responses.