|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, ...
International conference on ubiquitous intelligence and computing, 64-78, 2011
|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), 2011
|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
|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
|Event-related potentials to unattended changes in facial expressions: detection of regularity violations or encoding of emotions?|
P Astikainen, F Cong, T Ristaniemi, J Hietanen
Frontiers in human neuroscience 7, 557, 2013
|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
|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), 1, 2009
|Dimension reduction: additional benefit of an optimal filter for independent component analysis to extract event-related potentials|
F Cong, PHT Leppänen, P Astikainen, J Hämäläinen, JK Hietanen, ...
Journal of neuroscience methods 201 (1), 269-280, 2011
|Key Issues in Decomposing FMRI during Naturalistic and Continuous Music Experience with Independent Component Analysis|
F Cong, T Puoliväli, V Alluri, T Sipola, I Burunat, P Toiviainen, AK Nandi, ...
Journal of Neuroscience Methods 223, 74-84, 2014
|Applying Wavelet Packet Decomposition and One-class Support Vector Machine on Vehicle Acceleration Traces for Road Anomaly Detection|
F Cong, H Hautakangas, J Nieminen, O Mazhelis, M Perttunen, J Riekki, ...
Proc. International Symposium on Neural Networks 2013, 2013
|Frequency-response-based wavelet decomposition for extracting children’s mismatch negativity elicited by uninterrupted sound|
F Cong, Y Huang, I Kalyakin, H Li, T Huttunen-Scott, H Lyytinen, ...
J Med Biol Eng 32, 205-214, 2012
|Answering six questions in extracting children’s mismatch negativity through combining wavelet decomposition and independent component analysis|
F Cong, I Kalyakin, H Li, T Huttunen-Scott, Y Huang, H Lyytinen, ...
Cognitive neurodynamics 5 (4), 343, 2011
|Effects of exercise and diet interventions on obesity-related sleep disorders in men: study protocol for a randomized controlled trial|
X Tan, A Saarinen, TM Mikkola, J Tenhunen, S Martinmäki, A Rahikainen, ...
Trials 14 (1), 235, 2013
|ICA of full complex-valued fMRI data using phase information of spatial maps|
MC Yu, QH Lin, LD Kuang, XF Gong, F Cong, VD Calhoun
Journal of neuroscience methods 249, 75-91, 2015
|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
|Fast and effective model order selection method to determine the number of sources in a linear transformation model|
F Cong, AK Nandi, Z He, A Cichocki, T Ristaniemi
2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO …, 2012
|Can back-projection fully resolve polarity indeterminacy of independent component analysis in study of event-related potential?|
F Cong, I Kalyakin, T Ristaniemi
Biomedical Signal Processing and Control 6 (4), 422-426, 2011