EEG Signal Processing Techniques and Applications

This Special Issue provides a forum for original high-quality research in Electroencephalography (EEG) signal pre-processing, modelling, and analysis in the time, space, frequency, or time–frequency domains. It focuses particularly on the utilization of machine learning and deep learning techniques....

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Bibliografske podrobnosti
Format:	Online
Jezik:	angleščina
Izdano:	MDPI - Multidisciplinary Digital Publishing Institute 2024
Teme:	CHB-MIT dataset deep learning epilepsy seizure detection XLtek EEG electroencephalography (EEG) long short-term memory (LSTM) theta frequency band longitudinal bipolar montage (LB) signal processing classification sensor fusion mental workload n-back artificial intelligence feature engineering EEG functional connectivity manipulability object observation phase locking value motor imagery circulant singular spectrum analysis (CiSSA) common spatial patterns (CSP) time-frequency-spatial features brain–computer interface gamification stroke rehabilitation frustration perceived control performance accommodation mechanisms game design neuromarketing SMOTE LSTM DWT PSD electromyography electroencephalography satisfaction subjective response robot control emotion recognition EEG feature extraction valence arousal pattern recognition depth of anesthesia electroencephalogram patient state index prefrontal channels time and frequency features cross-domain transfer learning electrocardiography (ECG) convolutional neural network (CNN) seizure prediction sleep staging sparse representation classification brain computer interfaces individual gamma frequency (IGF) auditory steady-state response (ASSR) dry electrodes center-out reaching event-related spectral perturbation (ERSP) event-related desynchronization (ERD) spectral Granger causality in degree and out degree ensemble learning machine learning pilot deficiencies artifact detection tangent space EEG preprocessing heterogeneous data mental states classification feature extraction n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
Online dostop:	ONIX_20240514_9783725800810_92
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EEG Signal Processing Techniques and Applications

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