Paper Info
Title
Non-linear transfer characteristics of stimulation and recording hardware account for spurious low-frequency artifacts during amplitude modulated transcranial alternating current stimulation (AM-tACS).
Abstract
Amplitude modulated transcranial alternating current stimulation (AM-tACS) has been recently proposed as a possible solution to overcome the pronounced stimulation artifact encountered when recording brain activity during tACS. In theory, AM-tACS does not entail power at its modulating frequency, thus avoiding the problem of spectral overlap between brain signal of interest and stimulation artifact. However, the current study demonstrates how weak non-linear transfer characteristics inherent to stimulation and recording hardware can reintroduce spurious artifacts at the modulation frequency. The input-output transfer functions (TFs) of different stimulation setups were measured. Setups included recordings of signal-generator and stimulator outputs and M/EEG phantom measurements. 6th-degree polynomial regression models were fitted to model the input-output TFs of each setup. The resulting TF models were applied to digitally generated AM-tACS signals to predict the frequency of spurious artifacts in the spectrum. All four setups measured for the study exhibited low-frequency artifacts at the modulation frequency and its harmonics when recording AM-tACS. Fitted TF models showed non-linear contributions significantly different from zero (all p < .05) and successfully predicted the frequency of artifacts observed in AM-signal recordings. Results suggest that even weak non-linearities of stimulation and recording hardware can lead to spurious artifacts at the modulation frequency and its harmonics. These artifacts were substantially larger than alpha-oscillations of a human subject in the MEG. Findings emphasize the need for more linear stimulation devices for AM-tACS and careful analysis procedures, taking into account low-frequency artifacts to avoid confusion with effects of AM-tACS on the brain.
Year
DOI
Venue
2018
10.1016/j.neuroimage.2018.05.068
NeuroImage
Keywords
Field
DocType
Amplitude modulated transcranial alternating current stimulation (AM-tACS),MEG,EEG,Artifact,tACS,Stimulation hardware
Low frequency,Biology,Imaging phantom,Transcranial alternating current stimulation,Harmonics,Transfer function,Frequency modulation,Computer hardware,Amplitude,Spurious relationship
Journal
Volume
ISSN
Citations 
179
1053-8119
1
PageRank 
References 
Authors
0.37
11
4
Name
Order
Citations
PageRank
Florian H. Kasten150.87
Ehsan Negahbani250.87
Flavio Fröhlich392.62
Christoph Herrmann437344.21