Lauri Parkkonen

Orcid: 0000-0002-0130-0801

According to our database1, Lauri Parkkonen authored at least 33 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


Online presence:



Using normative modeling and machine learning for detecting mild traumatic brain injury from magnetoencephalography data.
PLoS Comput. Biol., November, 2023

Unsupervised representation learning of spontaneous MEG data with nonlinear ICA.
NeuroImage, July, 2023

MNEflow: Neural networks for EEG/MEG decoding and interpretation.
SoftwareX, 2022

Calibration and Localization of Optically Pumped Magnetometers Using Electromagnetic Coils.
Sensors, 2022

Activity level in left auditory cortex predicts behavioral performance in inhibition tasks in children.
NeuroImage, 2022

Extended Signal-Space Separation Method for Improved Interference Suppression in MEG.
IEEE Trans. Biomed. Eng., 2021

Spatial sampling of MEG and EEG based on generalized spatial-frequency analysis and optimal design.
NeuroImage, 2021

Atypical MEG inter-subject correlation during listening to continuous natural speech in dyslexia.
NeuroImage, 2020

Comparison of beamformer implementations for MEG source localization.
NeuroImage, 2020

Non-Linear Dynamical Analysis of Resting Tremor for Demand-Driven Deep Brain Stimulation.
Sensors, 2019

Adaptive neural network classifier for decoding MEG signals.
NeuroImage, 2019

Decoding attentional states for neurofeedback: Mindfulness vs. wandering thoughts.
NeuroImage, 2019

On-scalp MEG system utilizing an actively shielded array of optically-pumped magnetometers.
NeuroImage, 2019

The impact of improved MEG-MRI co-registration on MEG connectivity analysis.
NeuroImage, 2019

Autoencoding sensory substitution.
CoRR, 2019

Influence of Co-Registration Errors on the Performance of Anatomical Constraints in MEG Source Connectivity Analysis.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Consistency and similarity of MEG- and fMRI-signal time courses during movie viewing.
NeuroImage, 2018

Robust and highly adaptable brain-computer interface with convolutional net architecture based on a generative model of neuromagnetic measurements.
CoRR, 2018

Tracking of dynamic functional connectivity from MEG data with Kalman filtering.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Measuring MEG closer to the brain: Performance of on-scalp sensor arrays.
NeuroImage, 2017

Neural signatures of hand kinematics in leaders vs. followers: A dual-MEG study.
NeuroImage, 2016

Comparing the Performance of Popular MEG/EEG Artifact Correction Methods in an Evoked-Response Study.
Comput. Intell. Neurosci., 2016

Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals.
NeuroImage, 2015

Group-level spatial independent component analysis of Fourier envelopes of resting-state MEG data.
NeuroImage, 2014

MNE software for processing MEG and EEG data.
NeuroImage, 2014

Left fronto-temporal dynamics during agreement processing: Evidence for feature-specific computations.
NeuroImage, 2013

Decoding magnetoencephalographic rhythmic activity using spectrospatial information.
NeuroImage, 2013

Good practice for conducting and reporting MEG research.
NeuroImage, 2013

rtMEG: A Real-Time Software Interface for Magnetoencephalography.
Comput. Intell. Neurosci., 2011

Independent component analysis of short-time Fourier transforms for spontaneous EEG/MEG analysis.
NeuroImage, 2010

Motion sensitivity of human V6: A magnetoencephalography study.
NeuroImage, 2009

Denoising Single Trial Event Related Magnetoencephalographic Recordings.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

Immaturity of somatosensory cortical processing in human newborns.
NeuroImage, 2006