Literature DB >> 28587498

Surface EEG-Transcranial Direct Current Stimulation (tDCS) Closed-Loop System.

Jorge Leite1,2, Leon Morales-Quezada1, Sandra Carvalho1,2, Aurore Thibaut1, Deniz Doruk1, Chiun-Fan Chen1,3, Steven C Schachter4, Alexander Rotenberg5, Felipe Fregni1.   

Abstract

Conventional transcranial direct current stimulation (tDCS) protocols rely on applying electrical current at a fixed intensity and duration without using surrogate markers to direct the interventions. This has led to some mixed results; especially because tDCS induced effects may vary depending on the ongoing level of brain activity. Therefore, the objective of this preliminary study was to assess the feasibility of an EEG-triggered tDCS system based on EEG online analysis of its frequency bands. Six healthy volunteers were randomized to participate in a double-blind sham-controlled crossover design to receive a single session of 10[Formula: see text]min 2[Formula: see text]mA cathodal and sham tDCS. tDCS trigger controller was based upon an algorithm designed to detect an increase in the relative beta power of more than 200%, accompanied by a decrease of 50% or more in the relative alpha power, based on baseline EEG recordings. EEG-tDCS closed-loop-system was able to detect the predefined EEG magnitude deviation and successfully triggered the stimulation in all participants. This preliminary study represents a proof-of-concept for the development of an EEG-tDCS closed-loop system in humans. We discuss and review here different methods of closed loop system that can be considered and potential clinical applications of such system.

Entities:  

Keywords:  EEG algorithm; EEG-tDCS closed-loop system; cognitive task; proof-of-concept

Mesh:

Year:  2017        PMID: 28587498      PMCID: PMC5527347          DOI: 10.1142/S0129065717500265

Source DB:  PubMed          Journal:  Int J Neural Syst        ISSN: 0129-0657            Impact factor:   5.866


  64 in total

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2.  'Thought'--control of functional electrical stimulation to restore hand grasp in a patient with tetraplegia.

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3.  Contralateral and ipsilateral motor effects after transcranial direct current stimulation.

Authors:  Bradley W Vines; Dinesh G Nair; Gottfried Schlaug
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4.  Machine learning for real-time single-trial EEG-analysis: from brain-computer interfacing to mental state monitoring.

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5.  Beta-frequency EEG activity increased during transcranial direct current stimulation.

Authors:  Myeongseop Song; Yungjae Shin; Kyongsik Yun
Journal:  Neuroreport       Date:  2014-12-17       Impact factor: 1.837

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Review 7.  Seizure prediction: the long and winding road.

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Authors:  Laura Castillo Saavedra; Mariana Mendonca; Felipe Fregni
Journal:  Med Hypotheses       Date:  2014-06-17       Impact factor: 1.538

9.  Altered functional and anatomical connectivity in schizophrenia.

Authors:  Jazmin Camchong; Angus W MacDonald; Christopher Bell; Bryon A Mueller; Kelvin O Lim
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10.  Electrocorticographically controlled brain-computer interfaces using motor and sensory imagery in patients with temporary subdural electrode implants. Report of four cases.

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  8 in total

Review 1.  Transcranial Electrical Stimulation for Psychiatric Disorders in Adults: A Primer.

Authors:  Hyein Cho; Lais B Razza; Lucas Borrione; Marom Bikson; Leigh Charvet; Tracy A Dennis-Tiwary; Andre R Brunoni; Pedro Sudbrack-Oliveira
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2.  Cellular mechanisms underlying state-dependent neural inhibition with magnetic stimulation.

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3.  Preclinical to Clinical Translation of Studies of Transcranial Direct-Current Stimulation in the Treatment of Epilepsy: A Systematic Review.

Authors:  Gabriela G Regner; Patrícia Pereira; Douglas T Leffa; Carla de Oliveira; Rafael Vercelino; Felipe Fregni; Iraci L S Torres
Journal:  Front Neurosci       Date:  2018-03-22       Impact factor: 4.677

Review 4.  Rewiring the Lesioned Brain: Electrical Stimulation for Post-Stroke Motor Restoration.

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5.  Mathematical Model Insights into EEG Origin under Transcranial Direct Current Stimulation (tDCS) in the Context of Psychosis.

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Review 6.  Novel Non-invasive Transcranial Electrical Stimulation for Parkinson's Disease.

Authors:  Rui Ni; Ye Yuan; Li Yang; Qiujian Meng; Ying Zhu; Yiya Zhong; Zhenqian Cao; Shengzhao Zhang; Wenjun Yao; Daping Lv; Xin Chen; Xianwen Chen; Junjie Bu
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7.  Transcranial direct current stimulation for gait recovery following stroke: A systematic review of current literature and beyond.

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  8 in total

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