| 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 | 357 | 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 | 210 | 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 | 101 | 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 | 82 | 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 | 78 | 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 | 75 | 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 | 73 | 2013 |
| Classification of heart sounds using convolutional neural network F Li, H Tang, S Shang, K Mathiak, F Cong Applied Sciences 10 (11), 3956, 2020 | 70 | 2020 |
| 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 | 57 | 2013 |
| 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 | 50 | 2021 |
| 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 | 48 | 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 | 46 | 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 | 44 | 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 | 40 | 2021 |
| 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 | 39 | 2013 |
| 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 | 39 | 2009 |
| 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 | 37 | 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 | 37 | 2018 |
| 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 | 37 | 2015 |
| 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 | 36 | 2019 |
Tapani RistaniemiProfessorE-mail megerősítve itt: jyu.fi
