Independent component analysis (ICA) in analysing child high-density event-related potential (ERP) and current source density (CSD) data
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Event-related potentials to tones show differences between children with multiple risk factors for dyslexia and control children before the onset of formal reading instruction
Hämäläinen, Jarmo; Lohvansuu, Kaisa; Ervast, Leena; Leppänen, Paavo H.T. (Elsevier BV; International Organization of Psychophysiology, 2015)Multiple risk factors can affect the development of specific reading problems or dyslexia. In addition to the most prevalent and studied risk factor, phonological processing, also auditory discrimination problems have ... -
Single-trial-based temporal principal component analysis on extracting event-related potentials of interest for an individual subject
Zhang, Guanghui; Li, Xueyan; Lu, Yingzhi; Tiihonen, Timo; Chang, Zheng; Cong, Fengyu (Elsevier, 2023)Background: Temporal principal component analysis (tPCA) has been widely used to extract event-related potentials (ERPs) at group level of multiple subjects ERP data and it assumes that the underlying factor loading is ... -
Analysis of modulations of mental fatigue on intra-individual variability from single-trial event related potentials
Liu, Jia; Zhu, Yongjie; Cong, Fengyu; Björkman, Anders; Malesevic, Nebojsa; Antfolk, Christian (Elsevier, 2024)Background Intra-individual variability (IIV), a measure of variance within an individual’s performance, has been demonstrated as metrics of brain responses for neural functionality. However, how mental fatigue modulates ...
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