DocumentCode :
140040
Title :
Delineating the effects of anodal transcranial direct current stimulation on myoelectric control based on slow cortical potentials
Author :
Dutta, Arin ; Boulenouar, Rahima S. ; Guiraud, David ; Nitsche, Michael A.
Author_Institution :
Inst. Nat. de Rech. en Inf. et en Autom. (INRIA), Montpellier, France
fYear :
2014
fDate :
26-30 Aug. 2014
Firstpage :
3094
Lastpage :
3097
Abstract :
Active cortical participation in rehabilitation procedures may be facilitated by modulating neuromuscular electrical stimulation (NMES) with electromyogram (EMG) and electroencephalogram (EEG) derived biopotentials, that represent simultaneous volitional effort. Here, the ability of the nervous system to respond to intrinsic or extrinsic stimuli by reorganizing its structure, function, and connections is called neuroplasticity. Neuroplasticity is involved in post-stroke functional disturbances, but also in rehabilitation. Beneficial neuroplastic changes may be facilitated with an adjuvant treatment with non-invasive brain stimulation (NIBS). This paper presents the results from a motor cortex anodal tDCS-EEG/EMG study in healthy volunteers. We investigated slow cortical potentials (SCP) during self-initiated movements. In this preliminary study, we found that anodal tDCS increased baseline-normalized post-tDCS mean power in the Theta band (4-8Hz) of resting state EEG (60.71% vs. 8.36%; p<;0.01), and decreased the slope of post-tDCS SCP from motor task-related EEG (-6.43 au/sec vs. -4.86au/sec; p=0.021) when compared to sham tDCS. These preliminary results are discussed based on an accumulator model for spontaneous neural activity which postulates that a decision threshold applied to auto-correlated noise - in this case the output of a leaky stochastic accumulator - can account for the specific shape of the SCP prior to movement. We postulate that the anodal tDCS facilitated change in the slope of SCP may be related to the reaction times during a cued movement task since our prior work showed that anodal tDCS decreases the delay in initiation of muscle contraction and increases the delay in termination of muscle activity.
Keywords :
biomechanics; electroencephalography; electromyography; neuromuscular stimulation; patient rehabilitation; NIBS; NMES; Theta band; accumulator model; active cortical participation; adjuvant treatment; anodal transcranial direct current stimulation; auto-correlated noise; baseline-normalized post-tDCS mean power; cued movement task; decision threshold; electroencephalogram derived biopotentials; electromyogram derived biopotentials; extrinsic stimuli; frequency 4 Hz to 8 Hz; intrinsic stimuli; leaky stochastic accumulator; motor cortex anodal tDCS-EEG/EMG study; motor task-related EEG; muscle activity termination; muscle contraction; myoelectric control; nervous system; neuromuscular electrical stimulation; neuroplastic changes; neuroplasticity; noninvasive brain stimulation; post-stroke functional disturbances; post-tDCS SCP; reaction times; rehabilitation procedures; resting state EEG; self-initiated movements; sham tDCS; simultaneous volitional effort; slow cortical potentials; spontaneous neural activity; Brain modeling; DC motors; Delays; Electroencephalography; Electromyography; Muscles; Neuroplasticity;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2014.6944277
Filename :
6944277
Link To Document :
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