Title :
EEG feedback-controlled transcranial alternating current stimulation
Author :
Boyle, Michael R. ; Frohlich, Flavio
Author_Institution :
Dept. of Biomed. Eng., Univ. of North Carolina, Chapel Hill, NC, USA
Abstract :
Transcranial Alternating Current Stimulation (tACS) is a novel non-invasive brain stimulation modality. tACS passes weak, oscillating electric currents through the scalp to generate electric fields in the cerebral cortex. tACS has been shown to modulate both cortical oscillations and cognitive function in humans. These findings suggest that tACS is a promising neurotherapeutic for the treatment of psychiatric illnesses with aberrant underlying cortical dynamics such as schizophrenia. Due to the complexity of the network dynamics in brains of patients with neuropsychiatric disorders, it is unlikely that the feedforward application of tACS without neuronal feedback will be sufficient to effectively control the pathological network dynamics. To our knowledge, no successful EEG-based feedback brain stimulation with tACS has been reported to date. We here present an EEG feedback-controlled tACS system that controls cortical state dynamics. We used occipitoparietal stimulation in the gamma frequency band (40 Hz) in response to the endogenous alpha frequency activity in the visual cortex. We found that EEG feedback-controlled 40 Hz tACS (FB tACS) was more effective at controlling the amplitude of alpha-band cortical oscillations than dose-matched randomly-administered 40 Hz tACS (RA tACS). Our novel system therefore represents an important step towards the development of individualized therapeutic brain stimulation that is based on feedback control.
Keywords :
bioelectric potentials; cognition; diseases; electroencephalography; feedback; medical disorders; medical signal processing; neurophysiology; oscillations; EEG feedback-controlled transcranial alternating current stimulation; EEG-based feedback brain stimulation; alpha-band cortical oscillations; cerebral cortex; cognitive function; cortical dynamics; cortical state dynamics; dose-matched randomly-administered tACS; electric field generation; endogenous alpha frequency activity; feedback control; feedforward application; frequency 40 Hz; gamma frequency band; individualized therapeutic brain stimulation; network dynamics; neuropsychiatric disorders; neurotherapeutics; novel noninvasive brain stimulation modality; occipitoparietal stimulation; oscillating electric currents; pathological network dynamics; psychiatric illness treatment; schizophrenia; visual cortex; Brain; Brain stimulation; Data acquisition; Electroencephalography; Feedback control; Oscillators; Visualization;
Conference_Titel :
Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/NER.2013.6695891