Extraction of event-related potentials from electroencephalography data
Julkaisija
University of JyväskyläISBN
978-951-39-3771-3ISSN Hae Julkaisufoorumista
1456-5390Asiasanat
Metadata
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Evaluation and extraction of mismatch negativity through exploiting temporal, spectral, time-frequency, and spatial features
Cong, Fengyu (University of Jyväskylä, 2010) -
Extracting multi-mode ERP features using fifth-order nonnegative tensor decomposition
Wang, Deqing; Zhu, Yongjie; Ristaniemi, Tapani; Cong, Fengyu (Elsevier BV, 2018)Background Preprocessed Event-related potential (ERP) data are usually organized in multi-way tensor, in which tensor decomposition serves as a powerful tool for data processing. Due to the limitation of computation burden ... -
Both attention and prediction are necessary for adaptive neuronal tuning in sensory processing
Hsu, Yi-Fang; Hämäläinen, Jarmo; Waszak, Florian (Frontiers Research Foundation, 2014)The brain as a proactive system processes sensory information under the top-down influence of attention and prediction. However, the relation between attention and prediction remains undetermined given the conflation of ... -
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 ... -
Time-resolved classification of dog brain signals reveals early processing of faces, species and emotion
Kujala, Miiamaaria V.; Kauppi, Jukka-Pekka; Törnqvist, Heini; Helle, Liisa; Vainio, Outi; Kujala, Jan; Parkkonen, Lauri (Nature Publishing Group, 2020)Dogs process faces and emotional expressions much like humans, but the time windows important for face processing in dogs are largely unknown. By combining our non-invasive electroencephalography (EEG) protocol on dogs ...
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