top of page


Kuuloaivokuoren kypsymisen tunnusmerkit - ChildBrain, EU – ETN 

Autonomisen hermoston toiminnot, interoseptio ja psykologiset piirteet ja tilan ominaisuudet (esim. MediaWork 2030, HS Foundation)

Hermoston signaalien (ANS, CNS) seuranta naturalistisissa pedagogisissa ympäristöissä Kokemus - EAKR

Kuormituksen vaikutus tarkkaavuuden suuntaamiseen ja säätelyyn - FatigEEG



Irani F, Muotka J, Lyyra P, Parviainen T, Monto S. Social influence in adolescence: Behavioral and neural responses to peer and expert opinion. Soc Neurosci. 2024 Mar 1:1-12. doi:10.1080/17470919.2024.2323745.

Heinilä E, Hyvärinen A, Parkkonen L, Parviainen T. Penalized canonical correlation analysis reveals a relationship between temperament traits and brain oscillations during mind wandering. Brain Behav. 2024 Feb;14(2):e3428. doi:10.1002/brb3.3428.


Kujala MV, Imponen N, Pirkkala A, Silfverberg T, Parviainen T, Tiira K, Kiuru N. Modulation of dog-owner relationship and dog social and cognitive behavior by owner temperament and dog breed group. Sci Rep. 2023 Sep 7;13(1):14739. doi:10.1038/s41598-023-41849-0. 


van Bijnen S, Muotka J, Parviainen T. Divergent auditory activation in relation to inhibition task performance in children and adults. Hum Brain Mapp. 2023 Oct 15;44(15):4972-4985. doi: 10.1002/hbm.26418. Epub 2023 Jul 26.

Tian L, Chen H, Heikkinen PP, Liu W, Parviainen T. Spatiotemporal Dynamics of Activation in Motor and Language Areas Suggest a Compensatory Role of the Motor Cortex in Second Language Processing. Neurobiol Lang (Camb). 2023 Mar 8;4(1):178-197. doi: 10.1162/nol_a_00093. 


Liu R, Guo L, Sun HJ, Parviainen T, Zhou Z, Cheng Y, Liu Q, Ye C. Sustained attention required for effective dimension-based retro-cue benefit in visual working memory. J Vis. 2023 May 2;23(5):13. doi: 10.1167/jov.23.5.13.


Zhu Y, Parviainen T, Heinilä E, Parkkonen L, Hyvärinen A. Unsupervised representation learning of spontaneous MEG data with nonlinear ICA. Neuroimage. 2023 Jul 1;274:120142.
doi: 10.1016/j.neuroimage.2023.120142. Epub 2023 Apr 28.


Karjalainen S, Aro T, Parviainen T. Coactivation of Autonomic and Central Nervous Systems During Processing of Socially Relevant Information in Autism Spectrum Disorder: A Systematic Review. Neuropsychol Rev. 2024 Mar;34(1):214-231. doi: 10.1007/s11065-023-09579-2. Epub 2023 Feb 27.


Kujala J, Maria Alexandrou A, Lapinkero HM, Stigsdotter-Neely A, Sipilä S, Parviainen T. Beta-band MEG signal power changes in older adults after physical exercise program with and without additional cognitive training. Brain Cogn. 2023 Feb;165:105929. doi: 10.1016/j.bandc.2022.105929.



Hernández D, Kärkkäinen S, Tulonen T, Helenius P, Salmelin R, Parviainen T. Attentional modulation of interhemispheric (a)symmetry in children with developmental language disorder. Sci Rep. 2022 Oct 25;12(1):17904. doi:10.1038/s41598-022-22820-x.


Parviainen T, Lyyra P, Nokia MS. Cardiorespiratory rhythms, brain oscillatory activity and cognition: review of evidence and proposal for significance. Neurosci Biobehav Rev. 2022 Nov;142:104908. doi:



Irani F, Maunula S, Muotka J, Leppäniemi M, Kukkonen M, Monto S, Parviainen T. Brain dynamics of recommendation-based social influence on preference change: A magnetoencephalography study. Soc Neurosci. 2022 Oct;17(5):397-413. doi: 10.1080/17470919.2022.2126001. 


Yrttiaho S, Kylliäinen A, Parviainen T, Peltola MJ. Neural specialization to human faces at the age of 7 months. Sci Rep. 2022 Jul 21;12(1):12471. doi: 10.1038/s41598-022-16691-5.


van Bijnen S, Parkkonen L, Parviainen T. Activity level in left auditory cortex predicts behavioral performance in inhibition tasks in children. Neuroimage. 2022 Sep;258:119371. doi: 10.1016/j.neuroimage.2022.119371


Kohl C, Parviainen T, Jones SR. Neural Mechanisms Underlying Human Auditory Evoked Responses Revealed By Human Neocortical Neurosolver. Brain Topogr. 2022 Jan;35(1):19-35. doi: 10.1007/s10548-021-00838-0. Epub 2021 Apr 19. 


Rantanen J, Lyyra P, Feldt T, Villi M, Parviainen T. Intensified Job Demands and Cognitive Stress Symptoms: The Moderator Role of Individual Characteristics. Front Psychol. 2021 Apr 22;12:607172. doi: 10.3389/fpsyg.2021.607172. 


Kolozsvári OB, Xu W, Gerike G, Parviainen T, Nieminen L, Noiray A, Hämäläinen JA. Coherence Between Brain Activation and Speech Envelope at Word and Sentence Levels Showed Age-Related Differences in Low Frequency Bands. Neurobiol Lang (Camb). 2021 May 7;2(2):226-253. doi: 10.1162/nol_a_00033.


Hernández D, Heinilä E, Muotka J, Ruotsalainen I, Lapinkero HM, Syväoja H, Tammelin TH, Parviainen T. Physical activity and aerobic fitness show different associations with brain processes underlying anticipatory selective visuospatial attention in adolescents. Brain Res. 2021 Feb 25;1761:147392. doi:



Valadão P, Piitulainen H, Haapala EA, Parviainen T, Avela J, Finni T. Exercise intervention protocol in children and young adults with cerebral palsy: the effects of strength, flexibility and gait training on physical performance, neuromuscular mechanisms and cardiometabolic risk factors (EXECP). BMC Sports Sci Med Rehabil. 2021 Feb 26;13(1):17. doi: 10.1186/s13102-021-00242-y.


Ruotsalainen I, Glerean E, Karvanen J, Gorbach T, Renvall V, Syväoja HJ, Tammelin TH, Parviainen T. Physical activity and aerobic fitness in relation to local and interhemispheric functional connectivity in adolescents' brains. Brain Behav. 2021 Feb;11(2):e01941. doi: 10.1002/brb3.1941. Epub 2020 Dec 24.


Liu J, Zhang C, Zhu Y, Liu Y, Sun H, Ristaniemi T, Cong F, Parviainen T.

Dissociable Effects of Reward on P300 and EEG Spectra Under Conditions of High

vs. Low Vigilance During a Selective Visual Attention Task. Front Hum Neurosci.

2020 Jun 24;14:207. doi: 10.3389/fnhum.2020.00207.


Walker S, Monto S, Piirainen JM, Avela J, Tarkka IM, Parviainen TM, Piitulainen H. Older Age Increases the Amplitude of Muscle Stretch-Induced Cortical Beta-Band Suppression But Does not Affect Rebound Strength. Front Aging Neurosci. 2020 May 19;12:117. doi: 10.3389/fnagi.2020.00117.


Ruotsalainen I, Gorbach T, Perkola J, Renvall V, Syväoja HJ, Tammelin TH, Karvanen J, Parviainen T. Physical activity, aerobic fitness, and brain white matter: Their role for executive functions in adolescence. Dev Cogn Neurosci. 2020 Apr;42:100765. doi: 10.1016/j.dcn.2020.100765.


Tian L, Chen H, Zhao W, Wu J, Zhang Q, De A, Leppänen P, Cong F, Parviainen T. The role of motor system in action-related language comprehension in L1 and L2: An fMRI study. Brain Lang. 2020 Feb;201:104714. doi:10.1016/j.bandl.2019.104714.


Hsu YF, Xu W, Parviainen T, Hämäläinen JA. Context-dependent minimisation of prediction errors involves temporal-frontal activation. Neuroimage. 2020 Feb 15;207:116355. doi: 10.1016/j.neuroimage.2019.116355.


Liu J, Zhang C, Zhu Y, Ristaniemi T, Parviainen T, Cong F. Automated detection and localization system of myocardial infarction in single-beat ECG using Dual-Q TQWT and wavelet packet tensor decomposition. Comput Methods Programs Biomed. 2020 Feb;184:105120. doi: 10.1016/j.cmpb.2019.105120.



Wang Y, Lu Y, Deng Y, Gu N, Parviainen T, Zhou C. Predicting domain-specific actions in expert table tennis players activates the semantic brain network. Neuroimage. 2019 Oct 15;200:482-489. doi: 10.1016/j.neuroimage.2019.06.035. 


van Bijnen S, Kärkkäinen S, Helenius P, Parviainen T. Left hemisphere enhancement of auditory activation in language impaired children. Sci Rep. 2019 Jun 24;9(1):9087. doi: 10.1038/s41598-019-45597-y.


Hämäläinen JA, Parviainen T, Hsu YF, Salmelin R. Dynamics of brain activation during learning of syllable-symbol paired associations. Neuropsychologia. 2019 Jun;129:93-103. doi: 10.1016/j.neuropsychologia.2019.03.016. 


Parviainen T, Helenius P, Salmelin R. Children show hemispheric differences in the basic auditory response properties. Hum Brain Mapp. 2019 Jun 15;40(9):2699-2710. doi: 10.1002/hbm.24553. Epub 2019 Feb 18.


Walker S, Avela J, Wikgren J, Meeusen R, Piitulainen H, Baker SN, Parviainen TM. Aging and Strength Training Influence Knee Extensor Intermuscular Coherence During Low- and High-Force Isometric Contractions. Front Physiol. 2019 Jan 23;9:1933. doi: 10.3389/fphys.2018.01933.


Ruotsalainen I, Renvall V, Gorbach T, Syväoja HJ, Tammelin TH, Karvanen J, Parviainen T. Aerobic fitness, but not physical activity, is associated with grey matter volume in adolescents. Behav Brain Res. 2019 Apr 19;362:122-130. doi: 10.1016/j.bbr.2018.12.041. 



Lyyra P, Parviainen T. Behavioral Inhibition Underlies the Link Between Interoceptive Sensitivity and Anxiety-Related Temperamental Traits. Front Psychol. 2018 Jun 21;9:1026. doi: 10.3389/fpsyg.2018.01026.


Piitulainen H, Seipäjärvi S, Avela J, Parviainen T, Walker S. Cortical Proprioceptive Processing Is Altered by Aging. Front Aging Neurosci. 2018 Jun 14;10:147. doi: 10.3389/fnagi.2018.00147. 


Zhang C, Cong F, Kujala T, Liu W, Liu J, Parviainen T, Ristaniemi T. Network Entropy for the Sequence Analysis of Functional Connectivity Graphs of the Brain. Entropy (Basel). 2018 Apr 25;20(5):311. doi: 10.3390/e20050311. 

33265402; PMCID: PMC7512830.

bottom of page