RT Journal Article T1 Preprocessing for Lessening the Influence of Eye Artifacts in EEG Analysis. A1 Villena-Rodríguez, Alejandro A1 Tardón-García, Lorenzo José A1 Barbancho-Pérez, Isabel A1 Barbancho-Pérez, Ana María A1 Brattico, Elvira A1 Haumann, Niels T. K1 Electroencefalografía AB We dealt with the problem of artifacts in EEG signals in relation to the usage of lengthy trials. Specifically, we considered eye artifacts found in EEG signals, their influence in the analysis of the data and alternatives to diminish their impact on later studies of brain activity on lengthy tasks. We proposed a scheme of partial rejection of independent signal components, provided a method to extract EEG signal components with diminished influence of eye artifacts, and assess the importance of using artifact free signal excerpts to extract signal components in order to analyze brain activity in a musical context. PB MDPI YR 2019 FD 2019-04-27 LK https://hdl.handle.net/10630/35201 UL https://hdl.handle.net/10630/35201 LA eng NO Villena, A.; Tardón, L.J.; Barbancho, I.; Barbancho, A.M.; Brattico, E.; Haumann, N.T. Preprocessing for Lessening the Influence of Eye Artifacts in EEG Analysis. Appl. Sci. 2019, 9, 1757. https://doi.org/10.3390/app9091757 NO This work has been funded by the Ministerio de Economía y Competitividad of the Spanish Government under Project No. TIN2016-75866-C3-2-R. This work has been done at Universidad de Málaga, Campus de Excelencia Internacional (CEI) Andalucía TECH. Center for Music in the Brain is funded by the Danish National Research Foundation (DNRF117). DS RIUMA. Repositorio Institucional de la Universidad de Málaga RD 20 ene 2026