Alpha-waves20 subjects, 16 channels, 10s samples of two triggers (a) eyes-closed, and (b) eyes-open. The labels are also available for fatigue (from 1-10). Music and EEG Music Imagery Information Retrieval: 10 subjects, 64 EEG Channels for a music imagery task of 12 different pieces ...
Availability of EEG Dataset-1 and Material The dataset used for this study can be found at EEG Alpha Waves Dataset: https://zenodo.org/records/2348892#.ZCinrXdBxPZ Availability of EEG Dataset-2 and Material The dataset used for this study can be found at EEG Visual Attention Task: https:...
An EEG dataset for interictal epileptiform discharge with spatial distribution information Nan Lin Mengxuan Zheng Qiang Lu ResearchOpen Access07 Feb 2025 Scientific Data Volume: 12, P: 229 Anisotropic hydrogel microelectrodes for intraspinal neural recordings in vivo Creating durable, motion-complian...
This blog post explores the different types of brain waves—alpha, beta, theta, and delta—and their unique frequencies, functions, and associations with relaxation, focus, creativity, and sleep. Read More → Jan 24, 2025 Mains Interference Electrophysiological measurements often include interference...
the same degree as electrocardiograms can be used to provide insight into cardiac structure, function and rhythms, it is important to recognize how much we have learned about the human brain and mechanisms of anesthesia in the last near century since EEG alpha waves were first discovered [171]....
By conducting unpaired t-tests for the anomaly’s comparison between normal and ictal samples in the dataset, both channels 1 and 3 illustrated significant differences for all EEG bands. Meanwhile, the delta, theta, and alpha bands of channel 2 showed significant differences. The area under the...
Alpha waves (8–12 Hz) are a spontaneous neural signal that can reflect a person’s state of relaxation, which makes them an important spectral feature in ExG-based drowsiness classification15. A sample recording from a single user demonstrating alpha wave modulation is presented in Fig.6a....
The SPSS 16 Modules of 2-steps cluster analysis is used to analyze the summative EEG dataset of beta and alpha (fast waves); theta and delta (slow waves). As to establish the LS classification on both waves condition. In term of single EEG band, all LS are correctly clustered (100%) ...
By conducting unpaired t-tests for the anomaly’s comparison between normal and ictal samples in the dataset, both channels 1 and 3 illustrated significant differences for all EEG bands. Meanwhile, the delta, theta, and alpha bands of channel 2 showed significant differences. The area under the...
The functional data used in this study were acquired from 18 healthy subjects (28.5 ± 3.7 years) through an open dataset67that has been extensively used in various studies related to BCI applications68,69,70, and complex analyses71,72,73. The dataset included synchronous EEG and fNIRS recordin...