2026 Matti Hämäläinen: Neuroscience Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Neuroscience	93	962	862	516	453	353	43842

Discipline name

D-Index

World Ranking

Current World Ranking

National Ranking

Current National Ranking

Publications

Citations

Neuroscience

962

862

516

453

353

43842

Overview

Matti Hämäläinen is affiliated with Harvard Medical School in the United States. Their research primarily spans the field of neuroscience, with a significant focus on cognitive neuroscience. They have contributed extensively to the understanding of brain function through various advanced neurophysiological methods and imaging techniques.

The scientist's work covers several subfields, including:

Cognitive Neuroscience
Radiology, Nuclear Medicine and Imaging
Signal Processing
Psychiatry and Mental Health
Cellular and Molecular Neuroscience

Key topics in their research include:

Functional Brain Connectivity Studies
Neural Dynamics and Brain Function
EEG and Brain-Computer Interfaces
Advanced MRI Techniques and Applications
Epilepsy Research and Treatment
Hearing Loss and Rehabilitation
Neuroscience and Neuropharmacology Research

Frequent venues for their publications are:

bioRxiv (Cold Spring Harbor Laboratory)
Clinical Neurophysiology
Frontiers in Neurology
NeuroImage
Human Brain Mapping

Matti Hämäläinen has often collaborated with several researchers, including:

Sheraz Khan
Fahimeh Mamashli
Tal Kenet
Nicole M. McGuiggan
Robert M. Joseph

Some notable recent publications include:

"Human Neocortical Neurosolver (HNN), a new software tool for interpreting the cellular and network origin of human MEG/EEG data," 2020, published in eLife
"Spatial fidelity of MEG/EEG source estimates: A general evaluation approach," 2020, published in NeuroImage
"Detectability of cerebellar activity with magnetoencephalography and electroencephalography," 2020, published in Human Brain Mapping
"High-Density EEG in Current Clinical Practice and Opportunities for the Future," 2021, published in Journal of Clinical Neurophysiology
"Boundary Element Fast Multipole Method for Enhanced Modeling of Neurophysiological Recordings," 2020, published in IEEE Transactions on Biomedical Engineering

Best Publications

Magnetoencephalography—theory, instrumentation, and applications to noninvasive studies of the working human brain

Matti Hämäläinen;Riitta Hari;Risto J. Ilmoniemi;Jukka Knuutila

5811
Citations
MEG and EEG data analysis with MNE-Python

Alexandre Gramfort;Martin Luessi;Eric Larson;Denis A. Engemann

3725
Citations
Interpreting magnetic fields of the brain: minimum norm estimates

M. S. Hämäläinen;R. J. Ilmoniemi

2333
Citations
MNE software for processing MEG and EEG data

Alexandre Gramfort;Martin Luessi;Eric Larson;Denis A. Engemann

2163
Citations
Dynamic imaging of coherent sources: Studying neural interactions in the human brain

Joachim Gross;J. Kujala;M. Hämäläinen;L. Timmermann

2049
Citations
Top-down facilitation of visual recognition

M. Bar;K. S. Kassam;A. S. Ghuman;J. Boshyan

1959
Citations
Realistic conductivity geometry model of the human head for interpretation of neuromagnetic data

M.S. Hamalainen;J. Sarvas

1241
Citations
Independent component approach to the analysis of EEG and MEG recordings

R. Vigario;J. Sarela;V. Jousmiki;M. Hamalainen

1028
Citations
Visualization of magnetoencephalographic data using minimum current estimates.

K. Uutela;M. Hämäläinen;E. Somersalo

625
Citations
Seeing speech: visual information from lip movements modifies activity in the human auditory cortex

Mikko Sams;Reijo Aulanko;Matti Hämäläinen;Riitta Hari

569
Citations
Assessing and improving the spatial accuracy in MEG source localization by depth-weighted minimum-norm estimates

Fa-Hsuan Lin;Thomas Witzel;Seppo P. Ahlfors;Steven M. Stufflebeam

566
Citations
Functional Organization of the Human First and Second Somatosensory Cortices: a Neuromagnetic Study

Riitta Hari;J. Karhu;M. Hämäläinen;J. Knuutila

559
Citations
Responses of the primary auditory cortex to pitch changes in a sequence of tone pips: neuromagnetic recordings in man.

Riitta Hari;Matti Hämäläinen;R. Ilmoniemi;E. Kaukoranta

537
Citations
Neural mechanisms of transient neocortical beta rhythms: Converging evidence from humans, computational modeling, monkeys, and mice.

Maxwell A. Sherman;Shane Lee;Robert Law;Saskia Haegens;Saskia Haegens

504
Citations
122-channel squid instrument for investigating the magnetic signals from the human brain

A I Ahonen;M S Hämäläinen;M J Kajola;J E T Knuutila

449
Citations
Task-modulated what and where pathways in human auditory cortex

Jyrki Ahveninen;Iiro P. Jääskeläinen;Iiro P. Jääskeläinen;Tommi Raij;Giorgio Bonmassar

427
Citations
Somatosensory evoked cerebral magnetic fields from SI and SII in man

R Hari;R Hari;K Reinikainen;E Kaukoranta;M Hämäläinen

426
Citations
Local and long-range functional connectivity is reduced in concert in autism spectrum disorders

Sheraz Khan;Alexandre Gramfort;Alexandre Gramfort;Nandita R. Shetty;Manfred G. Kitzbichler

346
Citations
Distributed current estimates using cortical orientation constraints.

Fa‐Hsuan Lin;John W. Belliveau;Anders M. Dale;Matti S. Hämäläinen

337
Citations
Independent Component Analysis for Identification of Artifacts in Magnetoencephalographic Recordings

Ricardo Vigário;Veikko Jousmäki;Matti Hämäläinen;Riitta Hari

334
Citations