[Formula: see text]-[Formula: see text]: A Nonparametric Model for Neural Power Spectra Decomposition

The power spectra estimated from the brain recordings are the mixed representation of aperiodic transient activity and periodic oscillations, i.e., aperiodic component (AC) and periodic component (PC). Quantitative neurophysiology requires precise decomposition preceding parameterizing each componen...

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Veröffentlicht in:	IEEE journal of biomedical and health informatics 2024-09, Vol.28 (5), p.2624
Hauptverfasser:	Hu, Shiang, Zhang, Zhihao, Zhang, Xiaochu, Wu, Xiaopei, Valdes-Sosa, Pedro A
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Brain Brain - physiology Cognitive ability Computer applications Decomposition EEG Electroencephalography - methods Embedding Energy spectra Feedback Human-computer interface Humans Implants Kernel functions Neurophysiology Oscillations Parameterization Power spectra Shape Signal Processing, Computer-Assisted Sleep Sleep - physiology Spectra Statistics Statistics, Nonparametric
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