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Design and Validation of an FPGA-Based Configurable Transcranial Doppler Neurofeedback System for Chronic Pain Patients
- Source :
- Sensors (Basel, Switzerland), r-IIS La Fe. Repositorio Institucional de Producción Científica del Instituto de Investigación Sanitaria La Fe, instname, RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia, Sensors, Vol 18, Iss 7, p 2278 (2018), Sensors, Volume 18, Issue 7
- Publication Year :
- 2018
- Publisher :
- MDPI AG, 2018.
-
Abstract
- [EN] Neurofeedback is a self-regulation technique that can be applied to learn to voluntarily control cerebral activity in specific brain regions. In this work, a Transcranial Doppler-based configurable neurofeedback system is proposed and described. The hardware configuration is based on the Red Pitaya board, which gives great flexibility and processing power to the system. The parameter to be trained can be selected between several temporal, spectral, or complexity features from the cerebral blood flow velocity signal in different vessels. As previous studies have found alterations in these parameters in chronic pain patients, the system could be applied to help them to voluntarily control these parameters. Two protocols based on different temporal lengths of the training periods have been proposed and tested with six healthy subjects that were randomly assigned to one of the protocols at the beginning of the procedure. For the purposes of the testing, the trained parameter was the mean cerebral blood flow velocity in the aggregated data from the two anterior cerebral arteries. Results show that, using the proposed neurofeedback system, the two groups of healthy volunteers can learn to self-regulate a parameter from their brain activity in a reduced number of training sessions.<br />This research was funded by Ministerio de Economia y Competitividad, Spain, grant number PSI2013-48260-C3-2-R. The APC was funded by Ministerio de Economia y Competitividad, Spain, grant number PSI2013-48260-C3-2-R.
- Subjects :
- Male
System on Chip
Fibromyalgia
Computer science
Brain activity and meditation
Ultrasonography, Doppler, Transcranial
Cerebral arteries
humanos
adolescente
Chronic pain
circulación cerebrovascular
lcsh:Chemical technology
Biochemistry
Analytical Chemistry
0302 clinical medicine
System on a chip
lcsh:TP1-1185
Instrumentation
mediana edad
ecografía
FPGA
Ultrasonography
transcranial doppler ultrasound
anciano
05 social sciences
neurofeedback
adulto
Middle Aged
Neurofeedback
Atomic and Molecular Physics, and Optics
adulto joven
Cerebral blood flow
Cerebrovascular Circulation
Female
fibromyalgia
chronic pain
Blood Flow Velocity
Adult
medicine.medical_specialty
Adolescent
EXPRESION GRAFICA EN LA INGENIERIA
digital signal processing
neurorretroalimentación
050105 experimental psychology
Article
TECNOLOGIA ELECTRONICA
03 medical and health sciences
Young Adult
Physical medicine and rehabilitation
medicine
Humans
0501 psychology and cognitive sciences
Electrical and Electronic Engineering
Digital signal processing
Aged
Transcranial doppler ultrasound
business.industry
velocidad del flujo sanguíneo
medicine.disease
dolor crónico
Transcranial Doppler
business
030217 neurology & neurosurgery
Subjects
Details
- ISSN :
- 14248220
- Database :
- OpenAIRE
- Journal :
- Sensors (Basel, Switzerland), r-IIS La Fe. Repositorio Institucional de Producción Científica del Instituto de Investigación Sanitaria La Fe, instname, RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia, Sensors, Vol 18, Iss 7, p 2278 (2018), Sensors, Volume 18, Issue 7
- Accession number :
- edsair.doi.dedup.....64f131f3ea21212e8792421715a40715