Fengyu Cong
Fengyu Cong
Professor, Dalian University of Technology, China; Docent, University of Jyvaskyla, Finland
Verified email at - Homepage
Cited by
Cited by
Tensor decomposition of EEG signals: a brief review
F Cong, QH Lin, LD Kuang, XF Gong, P Astikainen, T Ristaniemi
Journal of neuroscience methods 248, 59-69, 2015
Distributed road surface condition monitoring using mobile phones
M Perttunen, O Mazhelis, F Cong, M Kauppila, T Leppänen, J Kantola, ...
Ubiquitous Intelligence and Computing: 8th International Conference, UIC …, 2011
Associations of disordered sleep with body fat distribution, physical activity and diet among overweight middle‐aged men
X Tan, M Alén, SM Cheng, TM Mikkola, J Tenhunen, A Lyytikäinen, ...
Journal of sleep research 24 (4), 414-424, 2015
Multi-domain feature extraction for small event-related potentials through nonnegative multi-way array decomposition from low dense array EEG
F Cong, AH Phan, P Astikainen, Q Zhao, Q Wu, JK Hietanen, T Ristaniemi, ...
International journal of neural systems 23 (02), 1350006, 2013
Memory-based mismatch response to frequency changes in rats
P Astikainen, G Stefanics, M Nokia, A Lipponen, F Cong, M Penttonen, ...
PloS one 6 (9), e24208, 2011
Classification of heart sounds using convolutional neural network
F Li, H Tang, S Shang, K Mathiak, F Cong
Applied Sciences 10 (11), 3956, 2020
Linking brain responses to naturalistic music through analysis of ongoing EEG and stimulus features
F Cong, V Alluri, AK Nandi, P Toiviainen, R Fa, B Abu-Jamous, L Gong, ...
IEEE Transactions on Multimedia 15 (5), 1060-1069, 2013
Benefits of multi-domain feature of mismatch negativity extracted by non-negative tensor factorization from EEG collected by low-density array
F Cong, AH Phan, Q Zhao, T Huttunen-Scott, J Kaartinen, T Ristaniemi, ...
International journal of neural systems 22 (06), 1250025, 2012
One dimensional convolutional neural networks for seizure onset detection using long-term scalp and intracranial EEG
X Wang, X Wang, W Liu, Z Chang, T Kärkkäinen, F Cong
Neurocomputing 459, 212-222, 2021
Event-related potentials to unattended changes in facial expressions: detection of regularity violations or encoding of emotions?
P Astikainen, F Cong, T Ristaniemi, JK Hietanen
Frontiers in human neuroscience 7, 557, 2013
Functional connectivity of major depression disorder using ongoing EEG during music perception
W Liu, C Zhang, X Wang, J Xu, Y Chang, T Ristaniemi, F Cong
Clinical Neurophysiology 131 (10), 2413-2422, 2020
Temporal-spatial characteristics of phase-amplitude coupling in electrocorticogram for human temporal lobe epilepsy
R Zhang, Y Ren, C Liu, N Xu, X Li, F Cong, T Ristaniemi, YP Wang
Clinical Neurophysiology 128 (9), 1707-1718, 2017
Single-trial based independent component analysis on mismatch negativity in children
F Cong, I Kalyakin, T Huttunen-Scott, H Li, H Lyytinen, T Ristaniemi
International journal of neural systems 20 (04), 279-292, 2010
End-to-end sleep staging using convolutional neural network in raw single-channel EEG
F Li, R Yan, R Mahini, L Wei, Z Wang, K Mathiak, R Liu, F Cong
Biomedical Signal Processing and Control 63, 102203, 2021
Automated detection and localization system of myocardial infarction in single-beat ECG using Dual-Q TQWT and wavelet packet tensor decomposition
J Liu, C Zhang, Y Zhu, T Ristaniemi, T Parviainen, F Cong
Computer methods and programs in biomedicine 184, 105120, 2020
Multi-modality of polysomnography signals’ fusion for automatic sleep scoring
R Yan, C Zhang, K Spruyt, L Wei, Z Wang, L Tian, X Li, T Ristaniemi, ...
Biomedical Signal Processing and Control 49, 14-23, 2019
Hilbert-Huang versus Morlet wavelet transformation on mismatch negativity of children in uninterrupted sound paradigm
F Cong, T Sipola, T Huttunen-Scott, X Xu, T Ristaniemi, H Lyytinen
Nonlinear biomedical physics 3, 1-8, 2009
Validating rationale of group-level component analysis based on estimating number of sources in EEG through model order selection
F Cong, Z He, J Hämäläinen, PHT Leppänen, H Lyytinen, A Cichocki, ...
Journal of neuroscience methods 212 (1), 165–172, 2013
The role of motor system in action-related language comprehension in L1 and L2: An fMRI study
L Tian, H Chen, W Zhao, J Wu, Q Zhang, A De, P Leppänen, F Cong, ...
Brain and Language 201, 104714, 2020
The impact of visual working memory capacity on the filtering efficiency of emotional face distractors
C Ye, Q Xu, Q Liu, F Cong, P Saariluoma, T Ristaniemi, P Astikainen
Biological psychology 138, 63-72, 2018
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