Journal Article

Realtime phase-amplitude coupling analysis of micro electrode recorded brain signals

Sachs, Adam J., Lu, David Chao-Chia, Boulay, Chadwick, Chan, Adrian D. C.

2018

Overview

To demonstrate a method to calculate phase amplitude coupling (PAC) quickly and robustly for realtime applications. We designed and implemented a multirate PAC algorithm with efficient filter bank processing and efficient computation of PAC for many frequency-pair combinations. We tested the developed algorithm for computing PAC on simulated data and on intraoperative neural recording data obtained during deep brain stimulation (DBS) electrode implantation surgery. A combination of parallelized frequency-domain filtering and modulation index for PAC estimation provided robust results that could be calculated in real time on modest computing hardware. The standard methods for calculating PAC can be optimized for quick and robust performance. These results demonstrated that PAC can be extracted in real time and is suitable for neurofeedback applications.

• Publisher: Public Library of Science,Public Library of Science (PLoS)
• Subject: Algorithms / Amplitudes / Biology and Life Sciences / Brain / Brain research / Brain stimulation / Computer engineering / Computer simulation / Computing time / Coupling / Deep brain stimulation / Electrodes / Engineering and Technology / Feedback / Filter banks / Filtration / Hospitals / Implantation / Localization / Mathematical analysis / Medicine and Health Sciences / Neurophysiology / Neurosciences / Parallel processing / Parkinson's disease / Physical Sciences / Real time / Real time systems / Recording / Research and Analysis Methods / Signal processing / Surgery