| 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 | 292 | 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 | 178 | 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 | 74 | 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 | 71 | 2015 |
| 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 | 69 | 2011 |
| 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 | 64 | 2012 |
| 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 | 58 | 2013 |
| 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 | 48 | 2013 |
| 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 | 44 | 2010 |
| 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), 1-8, 2009 | 38 | 2009 |
| Classification of heart sounds using convolutional neural network F Li, H Tang, S Shang, K Mathiak, F Cong Applied Sciences 10 (11), 3956, 2020 | 35 | 2020 |
| 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 | 33 | 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, ... Journal of Medical and Biological Engineering 32 (3), 205-213, 2012 | 33 | 2012 |
| 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 | 32 | 2017 |
| 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 | 32 | 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 | 32 | 2013 |
| 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), 1-9, 2013 | 31 | 2013 |
| 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 | 31 | 2011 |
| 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 | 28 | 2015 |
| Extracting multi-mode ERP features using fifth-order nonnegative tensor decomposition D Wang, Y Zhu, T Ristaniemi, F Cong Journal of neuroscience methods 308, 240-247, 2018 | 26 | 2018 |
Tapani RistaniemiProfessorVerified email at jyu.fi
