Extraction of event-related potentials from electroencephalography data
Julkaisija
University of JyväskyläISBN
978-951-39-3771-3ISSN Hae Julkaisufoorumista
1456-5390Asiasanat
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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 ... -
Objective Extraction of Evoked Event-Related Oscillation from Time-Frequency Representation of Event-Related Potentials
Zhang, Guanghui; Li, Xueyan; Cong, Fengyu (Hindawi Limited, 2020)Evoked event-related oscillations (EROs) have been widely used to explore the mechanisms of brain activities for both normal people and neuropsychiatric disease patients. In most previous studies, the calculation of the ... -
Determination of the Time Window of Event-Related Potential Using Multiple-Set Consensus Clustering
Mahini, Reza; Li, Yansong; Ding, Weiyan; Fu, Rao; Ristaniemi, Tapani; Nandi, Asoke K.; Chen, Guoliang; Cong, Fengyu (Frontiers Media SA, 2020)Clustering is a promising tool for grouping the sequence of similar time-points aimed to identify the attention blocks in spatiotemporal event-related potentials (ERPs) analysis. It is most likely to elicit the appropriate ...
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