TY - CHAP
T1 - Methods for brain–computer interfacing
AU - Vourvopoulos, Athanasios
AU - Kostoglou, Kyriaki
AU - Corsi, Marie-Constance
AU - Chevallier, Sylvain
AU - Eder, Manuel
AU - Mattersberger, Matteo
AU - Robert Žák, Michal
AU - Grosse-Wentrup, Moritz
AU - Lotte, Fabien
AU - Daly, Ian
AU - Papadopoulo, Théodore
PY - 2026
Y1 - 2026
N2 - This chapter presents the methodological core of BCI data analysis, from pre-processing and artifact removal to feature extraction, classification, and inverse modeling. It reviews state-of-the-art signal processing and machine learning techniques, offering practical examples and comparative insights to guide both beginners and advanced researchers in neural decoding.
AB - This chapter presents the methodological core of BCI data analysis, from pre-processing and artifact removal to feature extraction, classification, and inverse modeling. It reviews state-of-the-art signal processing and machine learning techniques, offering practical examples and comparative insights to guide both beginners and advanced researchers in neural decoding.
U2 - 10.1088/978-0-7503-5914-6ch4
DO - 10.1088/978-0-7503-5914-6ch4
M3 - Chapter
SN - 978-0-7503-5912-2
T3 - IOP Series in Next Generation Computing
SP - 4-1 to 4-78
BT - Brain–Computer Interfaces
A2 - Vourvopoulos, Athanasios
A2 - Perdikis, Serafeim
PB - IOP Publishing Ltd
ER -