EEG Signal Processing for Biomedical Applications

EEG Signal Processing for Biomedical Applications

This reprint focuses on electroencephalography (EEG) signal processing in biomedical engineering applications. EEG signals are used widely in clinical and research settings to provide cognitive and emotional state information. In addition to capturing complex neural patterns at high speeds, EEG sign...

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Bibliographic Details
Format: eBook
Language:English
Published: Basel MDPI - Multidisciplinary Digital Publishing Institute 2023
Subjects:
History of engineering & technology
Technology: general issues
acupuncture
adaptive threshold
ALS
attractor
BCI
brain activity
canonical correlation analysis (CCA)
cerebral cortex stimulation
classification
classifier
coherence
complex Pearson correlation coefficients
conductive material
connectivity
connectivity network
cross-participant
cross-task
data analysis
decoding
deep learning
dimensionality
e-textile
EEG
electroencephalogram
electroencephalogram (EEG)
electroencephalography
electromagnetic influence
epilepsy
ERP
feature extraction
feature selection
features
fractal dimension
frequency-specific
functional connectivity
functional connectivity network
functional near-infrared spectroscopy (fNIRS)
head phantom
latent variables
machine learning
machine Learning
mental fatigue
mental stress
motion artifact
multilayer network
n/a
neural
neural subspace
neuropathic pain
neurostimulation
otsu
phase connectivity
phase locking value
review
ridge
segmentation
seizure detection
speech discrimination
spinal cord injury
sustained attention
task-generic
time-frequency features
transcranial magnetic stimulation
transfer learning
traumatic brain injury
vigilance decrement
virtual reality
wavelet packet decomposition (WPD)
wavelet spectrum
weighted phase lag index
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