(2012) The utility of EEG band power analysis in the study of infancy and early childhood. Dev. Neuropsychol. 37, 253-273SABY,J.N.; MARSHALL,P.J.; The Utility of EEG Band Power Analysis in the Study of Infancy and Early Childhood. Dev Neuropsychol. 2012 ; 37 (3): 253-273....
Especially, EEG alpha frequency band power could serve as a global measure of the cognitive load-situation which grounds in demands on core EFs. Pupil dilation, which can be more efficiently acquired as compared to the EEG, might also be used as a measure of the overall load-situation. Yet...
In the current chapter (Chap. 5, Audiobook Experiment—Constant Quality ), the frequency band power of the alpha and theta EEG bands will be analyzed. As stimulus material, speech files with the length of audiobooks will be used. The degradation factors will be differing bit rate conditions ...
Long Short-Term Memory network (LSTM) can be used as a prediction model that reproduces time series dynamics based on training data. Here, LSTM was used to predict changes on EEG band power time series (BPts) trained with data from two different mental tasks, assuming that BPts dynamics ...
We computed a cluster analysis based on performance and calculated EEG spectral power for each homogeneous group. We anticipated that theta band power level would increase with a rising number of concurrently processed sub-tasks, this level being higher for the lower performance group. As our ...
Sleep apnea syndrome (SAS) is a disorder in which respiratory airflow frequently stops during sleep. Alterations in electroencephalogram (EEG) signal are one of the physiological changes that occur during apnea, and can be used to diagnose and monitor sl
Five standard frequency bands have been defined in classical EEG analysis: delta (0.5–4 Hz), theta (4–8 Hz), alpha (8–13 Hz), beta (13–30 Hz) and gamma (30–128 Hz). Mormann et al. [39] reported power transfer from low to high frequencies during the preictal state. Since ...
In addition, the decrease of alpha-band power in the left BA 6 before the perception of fatigue was not altered compared with that in the right BA 6 when a button-press based on the level of fatigue was required. These results suggest that the button-press based on the perception of ...
However, aberrant activity within the DPC that occurs in the frequency range of 1–100 Hz that is associated with chronic pain can be examined using techniques that have a temporal resolution of milliseconds, such as EEG or magnetoencephalography (MEG). Using these methods, slower resting peak ...
I am building a framework that handles the whole communication with the EEG bands, so developers and neuroscientists can focus on what matters: implementing the different algorithms with which they can extract information from brainwaves. There are many different EEG devices, and my goal is to supp...