Petri Toiviainen

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 14

Top Topics

Functional Connectivity

Tensor Decomposition

Principal Component Analysis

Top Venues

Publications

Martin Hartmann, Emily Carlson, Anastasios Mavrolampados, Birgitta Burger, Petri Toiviainen
Postural and Gestural Synchronization, Sequential Imitation, and Mirroring Predict Perceived Coupling of Dancing Dyads. Cogn. Sci. 47 (4) (2023)
Arihant Jain, Petri Toiviainen, Vinoo Alluri
Predicting Individual Differences from Brain Responses to Music: A Comparison of Functional Connectivity Measures. BI (2023)
Yongjie Zhu, Xiaoyu Wang, Klaus Mathiak, Petri Toiviainen, Tapani Ristaniemi, Jing Xu, Yi Chang, Fengyu Cong
Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression. Int. J. Neural Syst. 31 (3) (2021)
Yongjie Zhu, Xiaoyu Wang, Klaus Mathiak, Petri Toiviainen, Tapani Ristaniemi, Jing Xu, Yi Chang, Fengyu Cong
Response to Discussion on Y. Zhu, X. Wang, K. Mathiak, P. Toiviainen, T. Ristaniemi, J. Xu, Y. Chang and F. Cong, Altered EEG Oscillatory Brain Networks During Music-Listening in Major Depression, International Journal of Neural Systems, Vol. 31 No. 3 (2021). Int. J. Neural Syst. 31 (4) (2021)
Rohan Gandhi, Arun Garimella, Petri Toiviainen, Vinoo Alluri
Dynamic Functional Connectivity Captures Individuals' Unique Brain Signatures. BI (2020)
Yudhik Agrawal, Samyak Jain, Emily Carlson, Petri Toiviainen, Vinoo Alluri
Towards Multimodal MIR: Predicting individual differences from music-induced movement. CoRR (2020)
Yudhik Agrawal, Samyak Jain, Emily Carlson, Petri Toiviainen, Vinoo Alluri
Towards Multimodal MIR: Predicting individual differences from music-induced movement. ISMIR (2020)
Vishnu Moorthigari, Emily Carlson, Petri Toiviainen, Elvira Brattico, Vinoo Alluri
Differential Effects of Trait Empathy on Functional Network Centrality. BI (2020)
Petri Toiviainen, Iballa Burunat, Elvira Brattico, Peter Vuust, Vinoo Alluri
The chronnectome of musical beat. NeuroImage 216 (2020)
Dipankar Niranjan, Petri Toiviainen, Elvira Brattico, Vinoo Alluri
Dynamic Functional Connectivity in the Musical Brain. BI (2019)
Deqing Wang, Xiaoyu Wang, Yongjie Zhu, Petri Toiviainen, Minna Huotilainen, Tapani Ristaniemi, Fengyu Cong
Increasing Stability of EEG Components Extraction Using Sparsity Regularized Tensor Decomposition. ISNN (2018)
Marina Kliuchko, Tuomas Puoliväli, Marja Heinonen-Guzejev, Mari Tervaniemi, Petri Toiviainen, Mikko Sams, Elvira Brattico
Neuroanatomical substrate of noise sensitivity. NeuroImage 167 (2018)
Deqing Wang, Fengyu Cong, Qibin Zhao, Petri Toiviainen, Asoke K. Nandi, Minna Huotilainen, Tapani Ristaniemi, Andrzej Cichocki
Exploiting ongoing EEG with multilinear partial least squares during free-listening to music. MLSP (2016)
Iballa Burunat, Petri Toiviainen, Vinoo Alluri, Brigitte Bogert, Tapani Ristaniemi, Mikko Sams, Elvira Brattico
The reliability of continuous brain responses during naturalistic listening to music. NeuroImage 124 (2016)
Valeri Tsatsishvili, Fengyu Cong, Petri Toiviainen, Tapani Ristaniemi
Combining PCA and multiset CCA for dimension reduction when group ICA is applied to decompose naturalistic fMRI data. IJCNN (2015)
Petri Toiviainen, Vinoo Alluri, Elvira Brattico, Mikkel Wallentin, Peter Vuust
Capturing the musical brain with Lasso: Dynamic decoding of musical features from fMRI data. NeuroImage 88 (2014)
Valeri Tsatsishvili, Fengyu Cong, Tapani Ristaniemi, Petri Toiviainen, Vinoo Alluri, Elvira Brattico, Asoke K. Nandi
Generation of stimulus features for analysis of FMRI during natural auditory experiences. EUSIPCO (2014)
Fengyu Cong, Vinoo Alluri, Asoke K. Nandi, Petri Toiviainen, Rui Fa, Basel Abu-Jamous, Liyun Gong, Bart G. W. Craenen, Hanna Poikonen, Minna Huotilainen, Tapani Ristaniemi
Linking Brain Responses to Naturalistic Music Through Analysis of Ongoing EEG and Stimulus Features. IEEE Trans. Multim. 15 (5) (2013)
Marcus T. Pearce, Martin Rohrmeier, Petri Toiviainen, Elvira Brattico, Psyche Loui, Edward W. Large, Ji-Chul Kim
Music cognition: Bridging computation and insights from cognitive neuroscience. CogSci (2013)
Tuomas Puoliväli, Fengyu Cong, Vinoo Alluri, Qiu-Hua Lin, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi
Semi-blind independent component analysis of functional MRI elicited by continuous listening to music. ICASSP (2013)
Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis. CoRR (2013)
Vinoo Alluri, Petri Toiviainen, Torben Ellegaard Lund, Mikkel Wallentin, Peter Vuust, Asoke K. Nandi, Tapani Ristaniemi, Elvira Brattico
From Vivaldi to Beatles and back: Predicting lateralized brain responses to music. NeuroImage 83 (2013)
Valeri Tsatsishvili, Fengyu Cong, Tuomas Puoliväli, Vinoo Alluri, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi
Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis. ESANN (2013)
Tuomo Sipola, Fengyu Cong, Tapani Ristaniemi, Vinoo Alluri, Petri Toiviainen, Elvira Brattico, Asoke K. Nandi
Diffusion map for clustering fMRI spatial maps extracted by independent component analysis. MLSP (2013)
Fengyu Cong, Anh Huy Phan, Qibin Zhao, Asoke K. Nandi, Vinoo Alluri, Petri Toiviainen, Hanna Poikonen, Minna Huotilainen, Andrzej Cichocki, Tapani Ristaniemi
Analysis of ongoing EEG elicited by natural music stimuli using nonnegative tensor factorization. EUSIPCO (2012)
Vinoo Alluri, Petri Toiviainen, Iiro P. Jääskeläinen, Enrico Glerean, Mikko Sams, Elvira Brattico
Large-scale brain networks emerge from dynamic processing of musical timbre, key and rhythm. NeuroImage 59 (4) (2012)
Tuomas Eerola, Olivier Lartillot, Petri Toiviainen
Prediction of Multidimensional Emotional Ratings in Music from Audio Using Multivariate Regression Models. ISMIR (2009)
Olivier Lartillot, Tuomas Eerola, Petri Toiviainen, José Fornari
Multi-Feature Modeling of Pulse Clarity: Design, Validation and Optimization. ISMIR (2008)
Petri Toiviainen, Jaakko Erkkilä, Tuomas Eerola, Geoff Luck, Olivier Lartillot
Music cognition research amidst the boreal forest. Cogn. Process. 8 (1) (2007)
Olivier Lartillot, Petri Toiviainen, Tuomas Eerola
A Matlab Toolbox for Music Information Retrieval. GfKl (2007)
Olivier Lartillot, Petri Toiviainen
MIR in Matlab (II): A Toolbox for Musical Feature Extraction from Audio. ISMIR (2007)
Petri Toiviainen
Visualization of tonal content with self-organizing maps and self-similarity matrices. Comput. Entertain. 3 (4) (2005)
Petri Toiviainen, Tuomas Eerola
Classification of Musical Metre with Autocorrelation and Discriminant Functions. ISMIR (2005)
Tuomas Eerola, Petri Toiviainen
MIR In Matlab: The MIDI Toolbox. ISMIR (2004)
Petri Toiviainen
Optimizing Self-Organizing Timbre Maps: Two Approaches. Joint International Conference on Cognitive and Systematic Musicology (1996)