Matti S. Hämäläinen

According to our database1, Matti S. Hämäläinen authored at least 56 papers between 2004 and 2021.

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



In proceedings 
PhD thesis 




Boundary Element Fast Multipole Method for Enhanced Modeling of Neurophysiological Recordings.
IEEE Trans. Biomed. Eng., 2021

Spatial fidelity of MEG/EEG source estimates: A general evaluation approach.
NeuroImage, 2021

Rapid computation of TMS-induced E-fields using a dipole-based magnetic stimulation profile approach.
NeuroImage, 2021

Individual Resting-State Brain Networks Enabled by Massive Multivariate Conditional Mutual Information.
IEEE Trans. Medical Imaging, 2020

Contextual Minimum-Norm Estimates (CMNE): A Deep Learning Method for Source Estimation in Neuronal Networks.
CoRR, 2019

Computationally Efficient Algorithms for Sparse, Dynamic Solutions to the EEG Source Localization Problem.
IEEE Trans. Biomed. Eng., 2018

Maturation trajectories of cortical resting-state networks depend on the mediating frequency band.
NeuroImage, 2018

Improving the Nulling Beamformer Using Subspace Suppression.
Frontiers Comput. Neurosci., 2018

Suppression of irrelevant sounds during auditory working memory.
NeuroImage, 2017

China-Finland EduCloud Platform Towards Innovative Education.
Proceedings of the Image and Video Technology, 2017

Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG Data.
Proceedings of the 2017 AAAI Spring Symposia, 2017

Interacting parallel pathways associate sounds with visual identity in auditory cortices.
NeuroImage, 2016

EEG functional connectivity is partially predicted by underlying white matter connectivity.
NeuroImage, 2015

Lateralized parietotemporal oscillatory phase synchronization during auditory selective attention.
NeuroImage, 2014

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

A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem.
NeuroImage, 2014

Vector ℓ0 latent-space principal component analysis.
Proceedings of the IEEE International Conference on Acoustics, 2014

Self-localization of wireless acoustic sensors in meeting rooms.
Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

Passive Temporal Offset Estimation of Multichannel Recordings of an Ad-Hoc Microphone Array.
IEEE Trans. Speech Audio Process., 2013

How anatomical asymmetry of human auditory cortex can lead to a rightward bias in auditory evoked fields.
NeuroImage, 2013

Effects of sutures and fontanels on MEG and EEG source analysis in a realistic infant head model.
NeuroImage, 2013

Time-frequency mixed-norm estimates: Sparse M/EEG imaging with non-stationary source activations.
NeuroImage, 2013

Dynamic Oscillatory Processes Governing Cued Orienting and Allocation of Auditory Attention.
J. Cogn. Neurosci., 2013

A fast statistical significance test for baseline correction and comparative analysis in phase locking.
Frontiers Neuroinformatics, 2013

Sparse component selection with application to MEG source localization.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

A spatiotemporal dynamic distributed solution to the MEG inverse problem.
NeuroImage, 2012

Disconnectivity of the cortical ocular motor control network in autism spectrum disorders.
NeuroImage, 2012

Passive self-localization of microphones using ambient sounds.
Proceedings of the 20th European Signal Processing Conference, 2012

Functional Brain Imaging with M/EEG Using Structured Sparsity in Time-Frequency Dictionaries.
Proceedings of the Information Processing in Medical Imaging, 2011

Transformations in oscillatory activity and evoked responses in primary somatosensory cortex in middle age: A combined computational neural modeling and MEG study.
NeuroImage, 2010

Propagation of epileptic spikes reconstructed from spatiotemporal magnetoencephalographic and electroencephalographic source analysis.
NeuroImage, 2010

Multimodal functional imaging using fMRI-informed regional EEG/MEG source estimation.
NeuroImage, 2010

A state space approach to multimodal integration of simultaneously recorded EEG and fMRI.
Proceedings of the IEEE International Conference on Acoustics, 2010

A track before detect approach for sequential Bayesian tracking of multiple speech sources.
Proceedings of the IEEE International Conference on Acoustics, 2010

Study of neurovascular coupling in humans via simultaneous magnetoencephalography and diffuse optical imaging acquisition.
NeuroImage, 2009

A distributed spatio-temporal EEG/MEG inverse solver.
NeuroImage, 2009

Modeling Adaptation Effects in fMRI Analysis.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Multimodal Functional Imaging Using fMRI-Informed Regional EEG/MEG Source Estimation.
Proceedings of the Information Processing in Medical Imaging, 2009

Head movements of children in MEG: Quantification, effects on source estimation, and compensation.
NeuroImage, 2008

A non-invasive method to relate the timing of neural activity to white matter microstructural integrity.
NeuroImage, 2008

Parallel input makes the brain run faster.
NeuroImage, 2008

Quantification of the benefit from integrating MEG and EEG data in minimum ℓ<sub>2</sub>-norm estimation.
NeuroImage, 2008

The advantage of combining MEG and EEG: Comparison to fMRI in focally stimulated visual cortex.
NeuroImage, 2007

Automatic relevance determination based hierarchical Bayesian MEG inversion in practice.
NeuroImage, 2007

Hierarchical Bayesian estimates of distributed MEG sources: Theoretical aspects and comparison of variational and MCMC methods.
NeuroImage, 2007

Where left becomes right: A magnetoencephalographic study of sensorimotor transformation for antisaccades.
NeuroImage, 2007

MRI-constrained spectral imaging of benzodiazepine modulation of spontaneous neuromagnetic activity in human cortex.
NeuroImage, 2007

Sources of Variability in MEG.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007

Parameter Estimation and Dynamic Source Localization for the Magnetoencephalography (MEG) Inverse Problem.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Assessing and improving the spatial accuracy in MEG source localization by depth-weighted minimum-norm estimates.
NeuroImage, 2006

A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006

Large Scale Kalman Filtering Solutions to the Electrophysiological Source Localization Problem- A MEG Case Study.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006

Increased MEG activation in OCD reflects a compensatory mechanism specific to the phase of a visual working memory task.
NeuroImage, 2005

Bayesian analysis of the neuromagnetic inverse problem with ℓ<sup>p</sup>-norm priors.
NeuroImage, 2005

Spectral spatiotemporal imaging of cortical oscillations and interactions in the human brain.
NeuroImage, 2004

Modeling and real-time auralization of electrodynamic loudspeaker non-linearities.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004