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Petri Toiviainen
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2020 – today
- 2024
- [i3]Pedro Neto, Martin Hartmann, Geoff Luck, Petri Toiviainen:
The algorithmic nature of song-sequencing: statistical regularities in music albums. CoRR abs/2408.04383 (2024) - 2023
- [j12]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) - [c21]Arihant Jain, Petri Toiviainen, Vinoo Alluri:
Predicting Individual Differences from Brain Responses to Music: A Comparison of Functional Connectivity Measures. BI 2023: 191-202 - 2021
- [j11]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): 2150001:1-2150001:14 (2021) - [j10]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): 2175002:1-2175002 (2021) - 2020
- [j9]Petri Toiviainen, Iballa Burunat, Elvira Brattico, Peter Vuust, Vinoo Alluri:
The chronnectome of musical beat. NeuroImage 216: 116191 (2020) - [c20]Rohan Gandhi, Arun Garimella, Petri Toiviainen, Vinoo Alluri:
Dynamic Functional Connectivity Captures Individuals' Unique Brain Signatures. BI 2020: 97-106 - [c19]Vishnu Moorthigari, Emily Carlson, Petri Toiviainen, Elvira Brattico, Vinoo Alluri:
Differential Effects of Trait Empathy on Functional Network Centrality. BI 2020: 107-117 - [c18]Yudhik Agrawal, Samyak Jain, Emily Carlson, Petri Toiviainen, Vinoo Alluri:
Towards Multimodal MIR: Predicting individual differences from music-induced movement. ISMIR 2020: 54-61 - [i2]Yudhik Agrawal, Samyak Jain, Emily Carlson, Petri Toiviainen, Vinoo Alluri:
Towards Multimodal MIR: Predicting individual differences from music-induced movement. CoRR abs/2007.10695 (2020)
2010 – 2019
- 2019
- [c17]Dipankar Niranjan, Petri Toiviainen, Elvira Brattico, Vinoo Alluri:
Dynamic Functional Connectivity in the Musical Brain. BI 2019: 82-91 - 2018
- [j8]Marina Kliuchko, Tuomas Puoliväli, Marja Heinonen-Guzejev, Mari Tervaniemi, Petri Toiviainen, Mikko Sams, Elvira Brattico:
Neuroanatomical substrate of noise sensitivity. NeuroImage 167: 309-315 (2018) - [c16]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: 789-799 - 2016
- [j7]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: 224-231 (2016) - [c15]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: 1-6 - 2015
- [c14]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: 1-6 - 2014
- [j6]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: 170-180 (2014) - [c13]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: 2490-2494 - 2013
- [j5]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: 627-636 (2013) - [j4]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): 1060-1069 (2013) - [c12]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 - [c11]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 - [c10]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: 1310-1314 - [c9]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: 1-6 - [i1]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 abs/1306.1350 (2013) - 2012
- [j3]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): 3677-3689 (2012) - [c8]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: 494-498 - [p2]Petri Toiviainen:
The psychology of electronic music. The Cambridge Companion to Electronic Music 2012: 218-231
2000 – 2009
- 2009
- [c7]Tuomas Eerola, Olivier Lartillot, Petri Toiviainen:
Prediction of Multidimensional Emotional Ratings in Music from Audio Using Multivariate Regression Models. ISMIR 2009: 621-626 - 2008
- [c6]Olivier Lartillot, Tuomas Eerola, Petri Toiviainen, José Fornari:
Multi-Feature Modeling of Pulse Clarity: Design, Validation and Optimization. ISMIR 2008: 521-526 - 2007
- [j2]Petri Toiviainen, Jaakko Erkkilä, Tuomas Eerola, Geoff Luck, Olivier Lartillot:
Music cognition research amidst the boreal forest. Cogn. Process. 8(1): 57-62 (2007) - [c5]Olivier Lartillot, Petri Toiviainen, Tuomas Eerola:
A Matlab Toolbox for Music Information Retrieval. GfKl 2007: 261-268 - [c4]Olivier Lartillot, Petri Toiviainen:
MIR in Matlab (II): A Toolbox for Musical Feature Extraction from Audio. ISMIR 2007: 127-130 - 2005
- [j1]Petri Toiviainen:
Visualization of tonal content with self-organizing maps and self-similarity matrices. Comput. Entertain. 3(4): 1-10 (2005) - [c3]Petri Toiviainen, Tuomas Eerola:
Classification of Musical Metre with Autocorrelation and Discriminant Functions. ISMIR 2005: 351-357 - 2004
- [c2]Tuomas Eerola, Petri Toiviainen:
MIR In Matlab: The MIDI Toolbox. ISMIR 2004 - 2000
- [p1]Petri Toiviainen:
Symbolic AI versus Connectionism in Music Research. Readings in Music and Artificial Intelligence 2000: 47-67
1990 – 1999
- 1996
- [c1]Petri Toiviainen:
Optimizing Self-Organizing Timbre Maps: Two Approaches. Joint International Conference on Cognitive and Systematic Musicology 1996: 337-350
Coauthor Index
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