Paper Info
Title
Perception Of Non-Native Phoneme Contrasts In 8-13 Months Infants: Tensor-Based Analysis Of Eeg Signals
Abstract
Result of analysis of EEG responses of infants between 8-13 months of age to the syllable speech sounds are presented. We conducted an ERP experiment with an oddball paradigm consisting of two types of deviant stimuli (easy and hard) and standard stimulus. A nonnegative Tucker tensor decomposition (NTD) was used to characterize differences in processing of stimuli using a time-frequency-spatial (multi-domain) features. We extracted the multi-domain features for a reliable representation of the underlying infant brain activity to analyze the processing of standard and deviant stimuli. The obtained results show significant differences in processing between standard and deviant stimuli and may be interpreted in terms of mismatch negativity (MMN) and acoustic change complex (ACC) evoked potentials. Moreover, these results serve as a proof-of-concept for application of tensor decomposition-based analyses for challenging infant EEG data.
Year
DOI
Venue
2019
10.23919/EUSIPCO.2019.8903174
2019 27TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)
Keywords
Field
DocType
infant EEG, event-related potentials, time-frequency-spatial features, nonnegative Tucker tensor decomposition
Mismatch negativity,Tensor,Event-related potential,Oddball paradigm,Psychology,Speech recognition,Brain activity and meditation,Syllable,Stimulus (physiology),Electroencephalography
Conference
ISSN
Citations 
PageRank 
2076-1465
0
0.34
References 
Authors
0
9
Name
Order
Citations
PageRank
Mansoureh Aghabeig100.68
Bibianna Balaj201.69
Joanna Dreszer301.01
Monika Lewandowska400.34
Rafal Milner500.34
Natalia Pawlaczyk600.34
Tomasz Piotrowski700.34
Magdalena Szmytke800.34
wlodzislaw duch978091.91