Bi-phase locking - a tool for probing non-linear interaction in the human brain.
We present a novel method for detecting frequency-frequency coupling between the electrical output of cortical areas as measured by electrocorticography (ECoG), electroencephalography (EEG) and magnetoencephalography (MEG), the biphase-locking value (bPLV). Our method is an extension of the well known phase-locking value (PLV) and is specifically sensitive to non-linear interactions, i.e. quadratic phase coupling across frequencies. Due to its sensitivity to non-linear interactions, it is robust to spurious synchronization arising from linear crosstalk, which is an especially useful property when analyzing data recorded by EEG/MEG. We discuss the statistical properties of the bPLV, specifically the distribution of the bPLV under assumption of random phases between the signals of interest. We also compare the bPLV to the PLV for cortical interactions that are computed for simulated EEG/MEG data. These data were mapped to the cortex using an inverse solution. We demonstrate our method for event related ECoG data recorded from the motor cortex of an epileptic patient, who performed a cued finger movement task. We find highly significant, movement related increase of the bPLV between the alpha (12 Hz) and high gamma (77 Hz) band in a pre-motor area, coupling to high gamma at 89 Hz in the motor cortex.
Darvas
F
F
Department of Neurological Surgery, University of Washington, Seattle, Wa 98104, USA. fdarvas@u.washington.edu
Ojemann
J G
JG
Sorensen
L B
LB
D001921:Brain / Q000502:physiology*; D003344:Cortical Synchronization / Q000379:methods; D004569:Electroencephalography; D006801:Humans; D015225:Magnetoencephalography; D017711:Nonlinear Dynamics; D012815:Signal Processing, Computer-Assisted