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From Neurons to Networks: A Holistic Review of Electroencephalography (EEG) from Neurophysiological Foundations to AI Techniques

Electroencephalography (EEG) has transitioned from a subjective observational method into a data-intensive analytical field that utilises sophisticated algorithms and mathematical models. This review provides a holistic foundation by detailing the neurophysiological basis, recording techniques, and...

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Principais autores: Christos Kalogeropoulos, Konstantinos Theofilatos, Seferina Mavroudi
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2026-02-01
Serier:Signals
Fag:
electroencephalography (EEG)
signal processing
biomedical signals
mathematical tools
computational models
machine learning
Online adgang:https://www.mdpi.com/2624-6120/7/1/17
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