| 2024 | CogSci | Exploring Individuality in Dance: Unveiling Unique Signatures of Dancers in Choreographic and Dyadic Dance Settings. | Prince Varshney, Martin Hartmann, Emily Carlson, Petri Toiviainen, Vinoo Alluri |
| 2018 | ISNN | Increasing Stability of EEG Components Extraction Using Sparsity Regularized Tensor Decomposition. | Deqing Wang, Xiaoyu Wang, Yongjie Zhu, Petri Toiviainen, Minna Huotilainen, Tapani Ristaniemi, Fengyu Cong |
| 2015 | IJCNN | Combining PCA and multiset CCA for dimension reduction when group ICA is applied to decompose naturalistic fMRI data. | Valeri Tsatsishvili, Fengyu Cong, Petri Toiviainen, Tapani Ristaniemi |
| 2013 | CogSci | Music cognition: Bridging computation and insights from cognitive neuroscience. | Marcus T. Pearce, Martin Rohrmeier, Petri Toiviainen, Elvira Brattico, Psyche Loui, Edward W. Large, Ji-Chul Kim |
| 2013 | ESANN | Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis. | Valeri Tsatsishvili, Fengyu Cong, Tuomas Puolivli, Vinoo Alluri, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi |
| 2013 | ICASSP | Semi-blind independent component analysis of functional MRI elicited by continuous listening to music. | Tuomas Puolivli, Fengyu Cong, Vinoo Alluri, Qiu-Hua Lin, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi |