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Surface EEG-Transcranial Direct Current Stimulation (tDCS) Closed-Loop System
- Source :
- Repositório Científico de Acesso Aberto de Portugal, Repositório Científico de Acesso Aberto de Portugal (RCAAP), instacron:RCAAP
- Publication Year :
- 2017
-
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 min 2 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.<br />Authors are grateful to Paula Faria, Camila Cosmo and Letizzia Dall' agnol for their help in the previous versions of this manuscript. This study was supported by Center for Integration of Medicine and Innovative Technology (CIMIT). Felipe Fregni is supported by a research grant funded by NIH (5R01HD082302-02). Jorge Leite (SFRH/BPD/86027/2012) and Sandra Carvalho (IF/00091/2015) are supported by the Portuguese Foundation for Science and Technology (FCT) and European Union (FSE-POPH). Jorge Leite and Sandra Carvalho are members of CIPSi, supported by the Portuguese Foundation for Science and Technology and the Portuguese Ministry of Science, Technology and Higher Education through national funds and cofinanced by FEDER through COMPETE2020 under the PT2020 Partnership Agreement (POCI-01-0145-FEDER-007653 and P2020-PTDC/MHC-PCN/3950/2014). Leon Morales-Quezada received funding support from an Institutional National Research Service Award from the National Center for Complementary and Integrative Health grant T32AT000051, the Ryoichi Sasakawa Fellowship Fund, and by the Program in Placebo Studies at Beth Israel Deaconess Medical Center. Aurore Thibaut is supported by the Wallonie-Bruxelles International (WBI), the Leon Fredericq Foundation and the Belgian American Educational Foundation.
- Subjects :
- cognitive task
Adult
Male
medicine.medical_specialty
Computer Networks and Communications
Computer science
Brain activity and meditation
medicine.medical_treatment
Stimulation
Pilot Projects
Electroencephalography
Transcranial Direct Current Stimulation
050105 experimental psychology
Article
03 medical and health sciences
Young Adult
0302 clinical medicine
Physical medicine and rehabilitation
Double-Blind Method
Control theory
proof-of-concept
medicine
Psicologia [Ciências Sociais]
Humans
0501 psychology and cognitive sciences
Simulation
EEG-tDCS closed-loop system
Science & Technology
medicine.diagnostic_test
Transcranial direct-current stimulation
05 social sciences
General Medicine
Crossover study
Healthy Volunteers
3. Good health
Intensity (physics)
EEG algorithm
Ciências Sociais::Psicologia
Feasibility Studies
Female
Closed loop
030217 neurology & neurosurgery
Algorithms
Subjects
Details
- ISSN :
- 17936462
- Volume :
- 27
- Issue :
- 6
- Database :
- OpenAIRE
- Journal :
- International journal of neural systems
- Accession number :
- edsair.doi.dedup.....3dbbf870541c31481b1cb2d65dc19cb0