Lauri Parkkonen

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 22

Top Topics

Kalman Filtering

Independent Component Analysis

Top Venues

Publications

Yongjie Zhu, Tiina Parviainen, Erkka Heinilä, Lauri Parkkonen, Aapo Hyvärinen
Unsupervised representation learning of spontaneous MEG data with nonlinear ICA. NeuroImage 274 (2023)
Veera Itälinna, Hanna Kaltiainen, Nina Forss, Mia Liljeström, Lauri Parkkonen
Using normative modeling and machine learning for detecting mild traumatic brain injury from magnetoencephalography data. PLoS Comput. Biol. 19 (11) (2023)
Sam van Bijnen, Lauri Parkkonen, Tiina Parviainen
Activity level in left auditory cortex predicts behavioral performance in inhibition tasks in children. NeuroImage 258 (2022)
Joonas Iivanainen, Amir Borna, Rasmus Zetter, Tony R. Carter, Julia M. Stephen, Jim McKay, Lauri Parkkonen, Samu Taulu, Peter D. D. Schwindt
Calibration and Localization of Optically Pumped Magnetometers Using Electromagnetic Coils. Sensors 22 (8) (2022)
Ivan Zubarev, Gavriela Vranou, Lauri Parkkonen
MNEflow: Neural networks for EEG/MEG decoding and interpretation. SoftwareX 17 (2022)
Joonas Iivanainen, Antti Mäkinen, Rasmus Zetter, Matti Stenroos, Risto J. Ilmoniemi, Lauri Parkkonen
Spatial sampling of MEG and EEG based on generalized spatial-frequency analysis and optimal design. NeuroImage 245 (2021)
Liisa Helle, Jukka Nenonen, Eric Larson, Juha Simola, Lauri Parkkonen, Samu Taulu
Extended Signal-Space Separation Method for Improved Interference Suppression in MEG. IEEE Trans. Biomed. Eng. 68 (7) (2021)
Anja Thiede, Enrico Glerean, Teija Kujala, Lauri Parkkonen
Atypical MEG inter-subject correlation during listening to continuous natural speech in dyslexia. NeuroImage 216 (2020)
Amit Jaiswal, Jukka Nenonen, Matti Stenroos, Alexandre Gramfort, Sarang S. Dalal, Britta U. Westner, Vladimir Litvak, John C. Mosher, Jan-Mathijs Schoffelen, Caroline Witton, Robert Oostenveld, Lauri Parkkonen
Comparison of beamformer implementations for MEG source localization. NeuroImage 216 (2020)
Federico Chella, Laura Marzetti, Matti Stenroos, Lauri Parkkonen, Risto J. Ilmoniemi, Gian Luca Romani, Vittorio Pizzella
The impact of improved MEG-MRI co-registration on MEG connectivity analysis. NeuroImage 197 (2019)
Alexander Y. Zhigalov, Erkka Heinilä, Tiina Parviainen, Lauri Parkkonen, Aapo Hyvärinen
Decoding attentional states for neurofeedback: Mindfulness vs. wandering thoughts. NeuroImage 185 (2019)
Viktor Tóth, Lauri Parkkonen
Autoencoding sensory substitution. CoRR (2019)
Carmen Camara, Narayan Puthanmadam Subramaniyam, Kevin Warwick, Lauri Parkkonen, Tipu Z. Aziz, Ernesto Pereda
Non-Linear Dynamical Analysis of Resting Tremor for Demand-Driven Deep Brain Stimulation. Sensors 19 (11) (2019)
Ivan Zubarev, Rasmus Zetter, Hanna-Leena Halme, Lauri Parkkonen
Adaptive neural network classifier for decoding MEG signals. NeuroImage 197 (2019)
Federico Chella, Laura Marzetti, Alessio Basti, Matti Stenroos, Lauri Parkkonen, Risto J. Ilmoniemi, Vittorio Pizzella
Influence of Co-Registration Errors on the Performance of Anatomical Constraints in MEG Source Connectivity Analysis. SMC (2019)
Joonas Iivanainen, Rasmus Zetter, Mikael Grön, Karoliina Hakkarainen, Lauri Parkkonen
On-scalp MEG system utilizing an actively shielded array of optically-pumped magnetometers. NeuroImage 194 (2019)
Ivan Zubarev, Rasmus Zetter, Hanna-Leena Halme, Lauri Parkkonen
Robust and highly adaptable brain-computer interface with convolutional net architecture based on a generative model of neuromagnetic measurements. CoRR (2018)
Filip Tronarp, Narayan Puthanmadam Subramaniyam, Simo Särkkä, Lauri Parkkonen
Tracking of dynamic functional connectivity from MEG data with Kalman filtering. EMBC (2018)
Kaisu Lankinen, Jukka Saari, Yevhen Hlushchuk, Pia Tikka, Lauri Parkkonen, Riitta Hari, Miika Koskinen
Consistency and similarity of MEG- and fMRI-signal time courses during movie viewing. NeuroImage 173 (2018)
Joonas Iivanainen, Matti Stenroos, Lauri Parkkonen
Measuring MEG closer to the brain: Performance of on-scalp sensor arrays. NeuroImage 147 (2017)
Niels Trusbak Haumann, Lauri Parkkonen, Marina Kliuchko, Peter Vuust, Elvira Brattico
Comparing the Performance of Popular MEG/EEG Artifact Correction Methods in an Evoked-Response Study. Comput. Intell. Neurosci. 2016 (2016)
Guangyu Zhou, Mathieu Bourguignon, Lauri Parkkonen, Riitta Hari
Neural signatures of hand kinematics in leaders vs. followers: A dual-MEG study. NeuroImage 125 (2016)
Jukka-Pekka Kauppi, Melih Kandemir, Veli-Matti Saarinen, Lotta Hirvenkari, Lauri Parkkonen, Arto Klami, Riitta Hari, Samuel Kaski
Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals. NeuroImage 112 (2015)
Alexandre Gramfort, Martin Luessi, Eric Larson, Denis A. Engemann, Daniel Strohmeier, Christian Brodbeck, Lauri Parkkonen, Matti S. Hämäläinen
MNE software for processing MEG and EEG data. NeuroImage 86 (2014)
Pavan Ramkumar, Lauri Parkkonen, Aapo Hyvärinen
Group-level spatial independent component analysis of Fourier envelopes of resting-state MEG data. NeuroImage 86 (2014)
Jukka-Pekka Kauppi, Lauri Parkkonen, Riitta Hari, Aapo Hyvärinen
Decoding magnetoencephalographic rhythmic activity using spectrospatial information. NeuroImage 83 (2013)
Joachim Gross, Sylvain Baillet, Gareth R. Barnes, Richard N. A. Henson, Arjan Hillebrand, Ole Jensen, Karim Jerbi, Vladimir Litvak, Burkhard Maess, Robert Oostenveld, Lauri Parkkonen, Jason R. Taylor, Virginie van Wassenhove, Michael Wibral, Jan-Mathijs Schoffelen
Good practice for conducting and reporting MEG research. NeuroImage 65 (2013)
Nicola Molinaro, Horacio A. Barber, Alejandro Pérez Fernández, Lauri Parkkonen, Manuel Carreiras
Left fronto-temporal dynamics during agreement processing: Evidence for feature-specific computations. NeuroImage 78 (2013)
Gustavo P. Sudre, Lauri Parkkonen, Elizabeth Bock, Sylvain Baillet, Wei Wang, Douglas J. Weber
rtMEG: A Real-Time Software Interface for Magnetoencephalography. Comput. Intell. Neurosci. 2011 (2011)
Aapo Hyvärinen, Pavan Ramkumar, Lauri Parkkonen, Riitta Hari
Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis. NeuroImage 49 (1) (2010)
Elina Karp, Lauri Parkkonen, Ricardo Vigário
Denoising Single Trial Event Related Magnetoencephalographic Recordings. ICA (2009)
Veronika von Pföstl, Linda Stenbacka, Simo Vanni, Lauri Parkkonen, Claudio Galletti, Patrizia Fattori
Motion sensitivity of human V6: A magnetoencephalography study. NeuroImage 45 (4) (2009)
Leena Lauronen, Päivi Nevalainen, Heidi Wikström, Lauri Parkkonen, Yoshio Okada, Elina Pihko
Immaturity of somatosensory cortical processing in human newborns. NeuroImage 33 (1) (2006)