Title :
Identification of performance-related EEG phenotypes for neurofeedback training
Author :
Ferreira, Daniela ; Dias, Nuno
Author_Institution :
Neurosci. Group, Life & Health Sci. Res. Inst. (ICVS), Braga, Portugal
Abstract :
With aging the body and the brain undergoes several changes. One of these changes is the loss of neuroplasticity, which leads to the decrease of cognitive abilities. Hence the necessity of stopping or reversing these changes is of utmost importance to contemporary society. In the present work, using electroencephalogram and the Wisconsin card sorting test (WCST) we try to understand which are the performance-related EEG phenotypes. The test was applied to young and elderly subjects due to the expected cognitive deficits with increasing age. The results showed that parietal theta desynchronization and the increase of the inter-frontal and intra-hemispheric coherence was associated to the group of good performers in the WCST. The implementation of an algorithm for low-resolution brain electromagnetic tomography (LORETA) showed that the WCST is not a specific test of the pre-frontal cortex. The identified performance-related EEG features have potential application on neurofeedback training protocols intended to hinder age-related cognitive decline.
Keywords :
electroencephalography; learning (artificial intelligence); medical signal processing; neurophysiology; Wisconsin card sorting testing; age-related cognitive decline; brain; cognitive abilities; contemporary society; electroencephalogram; interfrontal coherence; intrahemispheric coherence; low-resolution brain electromagnetic tomography; neurofeedback training; neurofeedback training protocols; neuroplasticity; parietal theta desynchronization; performance-related EEG features; performance-related EEG phenotypes identification; prefrontal cortex; Aging; Coherence; Correlation; Electrodes; Electroencephalography; Senior citizens; Training; electroencephalogram; mental task; neuronal rhythms; working memory;
Conference_Titel :
Bioengineering (ENBENG), 2012 IEEE 2nd Portuguese Meeting in
Conference_Location :
Coimbra
Print_ISBN :
978-1-4673-4524-8
DOI :
10.1109/ENBENG.2012.6331391