Matti S. Hämäläinen

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 14

Top Topics

Conditional Mutual Information

Functional Connectivity

Granger Causality

Top Venues

IEEE Trans. Biomed. Eng.

IEEE Signal Process. Lett.

Publications

Eloi Moliner, Leonardo Fierro, Alec Wright, Matti S. Hämäläinen, Vesa Välimäki
Noise Morphing for Audio Time Stretching. IEEE Signal Process. Lett. 31 (2024)
John G. W. Samuelsson, Noam Peled, Fahimeh Mamashli, Jyrki Ahveninen, Matti S. Hämäläinen
Spatial fidelity of MEG/EEG source estimates: A general evaluation approach. NeuroImage 224 (2021)
Sergey N. Makarov, Matti S. Hämäläinen, Yoshio Okada, Gregory M. Noetscher, Jyrki Ahveninen, Aapo Nummenmaa
Boundary Element Fast Multipole Method for Enhanced Modeling of Neurophysiological Recordings. IEEE Trans. Biomed. Eng. 68 (1) (2021)
Mohammad Daneshzand, Sergey N. Makarov, Lucia I. Navarro de Lara, Bastien Guérin, Jennifer A. McNab, Bruce R. Rosen, Matti S. Hämäläinen, Tommi Raij, Aapo Nummenmaa
Rapid computation of TMS-induced E-fields using a dipole-based magnetic stimulation profile approach. NeuroImage 237 (2021)
Padmavathi Sundaram, Martin Luessi, Marta Bianciardi, Steven M. Stufflebeam, Matti S. Hämäläinen, Victor Solo
Individual Resting-State Brain Networks Enabled by Massive Multivariate Conditional Mutual Information. IEEE Trans. Medical Imaging 39 (6) (2020)
Christoph Dinh, John G. W. Samuelsson, Alexander Hunold, Matti S. Hämäläinen, Sheraz Khan
Contextual Minimum-Norm Estimates (CMNE): A Deep Learning Method for Source Estimation in Neuronal Networks. CoRR (2019)
Sheraz Khan, Javeria Hashmi, Fahimeh Mamashli, Konstantinos Michmizos, Manfred G. Kitzbichler, Hari M. Bharadwaj, Yousra Bekhti, Santosh Ganesan, Keri A. Garel, Susan L. Whitfield-Gabrieli, Randy L. Gollub, Jian Kong, Lucia M. Vaina, Kunjan D. Rana, Steven M. Stufflebeam, Matti S. Hämäläinen, Tal Kenet
Maturation Trajectories of Cortical Resting-State Networks Depend on the Mediating Frequency Band. CoRR (2018)
Sheraz Khan, Javeria Hashmi, Fahimeh Mamashli, Konstantinos Michmizos, Manfred G. Kitzbichler, Hari M. Bharadwaj, Yousra Bekhti, Santosh Ganesan, Keri A. Garel, Susan L. Whitfield-Gabrieli, Randy L. Gollub, Jian Kong, Lucia M. Vaina, Kunjan D. Rana, Steven M. Stufflebeam, Matti S. Hämäläinen, Tal Kenet
Maturation trajectories of cortical resting-state networks depend on the mediating frequency band. NeuroImage 174 (2018)
Elvira Pirondini, Behtash Babadi, Gabriel Obregon-Henao, Camilo Lamus, Wasim Q. Malik, Matti S. Hämäläinen, Patrick L. Purdon
Computationally Efficient Algorithms for Sparse, Dynamic Solutions to the EEG Source Localization Problem. IEEE Trans. Biomed. Eng. 65 (6) (2018)
Kunjan D. Rana, Matti S. Hämäläinen, Lucia M. Vaina
Improving the Nulling Beamformer Using Subspace Suppression. Frontiers Comput. Neurosci. 12 (2018)
Jyrki Ahveninen, Larry J. Seidman, Wei-Tang Chang, Matti S. Hämäläinen, Samantha Huang
Suppression of irrelevant sounds during auditory working memory. NeuroImage 161 (2017)
Jiehan Zhou, Jukka Riekki, Matti S. Hämäläinen, Pasi Mattila, Xinguo Yu, Xiwei Liu, Weishan Zhang
China-Finland EduCloud Platform Towards Innovative Education. PSIVT Workshops (2017)
Pavitra Krishnaswamy, Gabriel Obregon-Henao, Sheraz Khan, Behtash Babadi, Eugenio Iglesias, Matti S. Hämäläinen, Patrick L. Purdon
Sparse Representation Learning Approach Resolves Deep Sources Underlying MEG and EEG Data. AAAI Spring Symposia (2017)
Jyrki Ahveninen, Samantha Huang, Seppo P. Ahlfors, Matti S. Hämäläinen, Stephanie Rossi, Mikko Sams, Iiro P. Jääskeläinen
Interacting parallel pathways associate sounds with visual identity in auditory cortices. NeuroImage 124 (2016)
C. J. Chu, N. Tanaka, J. Diaz, Brian L. Edlow, O. Wu, Matti S. Hämäläinen, Steven M. Stufflebeam, Sydney S. Cash, Mark A. Kramer
EEG functional connectivity is partially predicted by underlying white matter connectivity. NeuroImage 108 (2015)
Mikko Parviainen, Pasi Pertilä, Matti S. Hämäläinen
Self-localization of wireless acoustic sensors in meeting rooms. HSCMA (2014)
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)
Behtash Babadi, Gabriel Obregon-Henao, Camilo Lamus, Matti S. Hämäläinen, Emery N. Brown, Patrick L. Purdon
A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem. NeuroImage 87 (2014)
Samantha Huang, Wei-Tang Chang, John W. Belliveau, Matti S. Hämäläinen, Jyrki Ahveninen
Lateralized parietotemporal oscillatory phase synchronization during auditory selective attention. NeuroImage 86 (2014)
Martin Luessi, Matti S. Hämäläinen, Victor Solo
Vector ℓ0 latent-space principal component analysis. ICASSP (2014)
Seok Lew, Danielle D. Sliva, Myong-sun Choe, Patricia Ellen Grant, Yoshio Okada, Carsten H. Wolters, Matti S. Hämäläinen
Effects of sutures and fontanels on MEG and EEG source analysis in a realistic infant head model. NeuroImage 76 (2013)
Kunjan D. Rana, Lucia M. Vaina, Matti S. Hämäläinen
A fast statistical significance test for baseline correction and comparative analysis in phase locking. Frontiers Neuroinformatics 7 (2013)
Marnie E. Shaw, Matti S. Hämäläinen, Alexander Gutschalk
How anatomical asymmetry of human auditory cortex can lead to a rightward bias in auditory evoked fields. NeuroImage 74 (2013)
Pasi Pertilä, Matti S. Hämäläinen, Mikael Mieskolainen
Passive Temporal Offset Estimation of Multichannel Recordings of an Ad-Hoc Microphone Array. IEEE Trans. Speech Audio Process. 21 (11) (2013)
Martin Luessi, Matti S. Hämäläinen, Victor Solo
Sparse component selection with application to MEG source localization. ISBI (2013)
Alexandre Gramfort, Daniel Strohmeier, Jens Haueisen, Matti S. Hämäläinen, Matthieu Kowalski
Time-frequency mixed-norm estimates: Sparse M/EEG imaging with non-stationary source activations. NeuroImage 70 (2013)
Jyrki Ahveninen, Samantha Huang, John W. Belliveau, Wei-Tang Chang, Matti S. Hämäläinen
Dynamic Oscillatory Processes Governing Cued Orienting and Allocation of Auditory Attention. J. Cogn. Neurosci. 25 (11) (2013)
Tal Kenet, Elena V. Orekhova, Hari M. Bharadwaj, Nandita R. Shetty, Emily Israeli, Adrian K. C. Lee, Yigal Agam, Mikael Elam, Robert M. Joseph, Matti S. Hämäläinen, Dara S. Manoach
Disconnectivity of the cortical ocular motor control network in autism spectrum disorders. NeuroImage 61 (4) (2012)
Pasi Pertilä, Mikael Mieskolainen, Matti S. Hämäläinen
Passive self-localization of microphones using ambient sounds. EUSIPCO (2012)
Camilo Lamus, Matti S. Hämäläinen, Simona Temereanca, Emery N. Brown, Patrick L. Purdon
A spatiotemporal dynamic distributed solution to the MEG inverse problem. NeuroImage 63 (2) (2012)
Alexandre Gramfort, Daniel Strohmeier, Jens Haueisen, Matti S. Hämäläinen, Matthieu Kowalski
Functional Brain Imaging with M/EEG Using Structured Sparsity in Time-Frequency Dictionaries. IPMI (2011)
Pasi Pertilä, Matti S. Hämäläinen
A track before detect approach for sequential Bayesian tracking of multiple speech sources. ICASSP (2010)
Patrick L. Purdon, Camilo Lamus, Matti S. Hämäläinen, Emery N. Brown
A state space approach to multimodal integration of simultaneously recorded EEG and fMRI. ICASSP (2010)
Naoaki Tanaka, Matti S. Hämäläinen, Seppo P. Ahlfors, Hesheng Liu, Joseph R. Madsen, Blaise F. Bourgeois, Jong Woo Lee, Barbara A. Dworetzky, John W. Belliveau, Steven M. Stufflebeam
Propagation of epileptic spikes reconstructed from spatiotemporal magnetoencephalographic and electroencephalographic source analysis. NeuroImage 50 (1) (2010)
Wanmei Ou, Aapo Nummenmaa, Jyrki Ahveninen, John W. Belliveau, Matti S. Hämäläinen, Polina Golland
Multimodal functional imaging using fMRI-informed regional EEG/MEG source estimation. NeuroImage 52 (1) (2010)
David A. Ziegler, Dominique L. Pritchett, Paymon Hosseini-Varnamkhasti, Suzanne Corkin, Matti S. Hämäläinen, Christopher I. Moore, Stephanie R. Jones
Transformations in oscillatory activity and evoked responses in primary somatosensory cortex in middle age: A combined computational neural modeling and MEG study. NeuroImage 52 (3) (2010)
Wanmei Ou, Aapo Nummenmaa, Matti S. Hämäläinen, Polina Golland
Multimodal Functional Imaging Using fMRI-Informed Regional EEG/MEG Source Estimation. IPMI (2009)
Wanmei Ou, Ilkka Nissilä, Harsha Radhakrishnan, David A. Boas, Matti S. Hämäläinen, Maria Angela Franceschini
Study of neurovascular coupling in humans via simultaneous magnetoencephalography and diffuse optical imaging acquisition. NeuroImage 46 (3) (2009)
Wanmei Ou, Matti S. Hämäläinen, Polina Golland
A distributed spatio-temporal EEG/MEG inverse solver. NeuroImage 44 (3) (2009)
Wanmei Ou, Tommi Raij, Fa-Hsuan Lin, Polina Golland, Matti S. Hämäläinen
Modeling Adaptation Effects in fMRI Analysis. MICCAI (1) (2009)
Daniel T. Wehner, Matti S. Hämäläinen, Maria Mody, Seppo P. Ahlfors
Head movements of children in MEG: Quantification, effects on source estimation, and compensation. NeuroImage 40 (2) (2008)
Tommi Raij, Jari Karhu, Dubravko Kicic, Pantelis Lioumis, Petro Julkunen, Fa-Hsuan Lin, Jyrki Ahveninen, Risto J. Ilmoniemi, Jyrki P. Mäkelä, Matti S. Hämäläinen, Bruce R. Rosen, John W. Belliveau
Parallel input makes the brain run faster. NeuroImage 40 (4) (2008)
Steven M. Stufflebeam, Thomas Witzel, Szymon Mikulski, Matti S. Hämäläinen, Simona Temereanca, Jason J. S. Barton, David S. Tuch, Dara S. Manoach
A non-invasive method to relate the timing of neural activity to white matter microstructural integrity. NeuroImage 42 (2) (2008)
Wanmei Ou, Polina Golland, Matti S. Hämäläinen
A Distributed Spatio-temporal EEG/MEG Inverse Solver. MICCAI (1) (2008)
A. Molins, Steven M. Stufflebeam, Emery N. Brown, Matti S. Hämäläinen
-norm estimation. NeuroImage 42 (3) (2008)
So Young Moon, Jason J. S. Barton, Szymon Mikulski, Frida E. Polli, Matthew S. Cain, Mark G. Vangel, Matti S. Hämäläinen, Dara S. Manoach
Where left becomes right: A magnetoencephalographic study of sensorimotor transformation for antisaccades. NeuroImage 36 (4) (2007)
Aapo Nummenmaa, Toni Auranen, Matti S. Hämäläinen, Iiro P. Jääskeläinen, Mikko Sams, Aki Vehtari, Jouko Lampinen
Automatic relevance determination based hierarchical Bayesian MEG inversion in practice. NeuroImage 37 (3) (2007)
Dahlia Sharon, Matti S. Hämäläinen, Roger B. H. Tootell, Eric Halgren, John W. Belliveau
The advantage of combining MEG and EEG: Comparison to fMRI in focally stimulated visual cortex. NeuroImage 36 (4) (2007)
Jyrki Ahveninen, Fa-Hsuan Lin, Reetta Kivisaari, Taina Autti, Matti S. Hämäläinen, Steven M. Stufflebeam, John W. Belliveau, Seppo Kähkönen
MRI-constrained spectral imaging of benzodiazepine modulation of spontaneous neuromagnetic activity in human cortex. NeuroImage 35 (2) (2007)
Camilo Lamus, Christopher J. Long, Matti S. Hämäläinen, Emery N. Brown, Patrick L. Purdon
Parameter Estimation and Dynamic Source Localization for the Magnetoencephalography (MEG) Inverse Problem. ISBI (2007)
Aapo Nummenmaa, Toni Auranen, Matti S. Hämäläinen, Iiro P. Jääskeläinen, Jouko Lampinen, Mikko Sams, Aki Vehtari
Hierarchical Bayesian estimates of distributed MEG sources: Theoretical aspects and comparison of variational and MCMC methods. NeuroImage 35 (2) (2007)
Wanmei Ou, Polina Golland, Matti S. Hämäläinen
Sources of Variability in MEG. MICCAI (2) (2007)
Christopher J. Long, Neil U. Desai, Matti S. Hämäläinen, Simona Temereanca, Patrick L. Purdon, Emery N. Brown
A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem. ISBI (2006)
Fa-Hsuan Lin, Thomas Witzel, Seppo P. Ahlfors, Steven M. Stufflebeam, John W. Belliveau, Matti S. Hämäläinen
Assessing and improving the spatial accuracy in MEG source localization by depth-weighted minimum-norm estimates. NeuroImage 31 (1) (2006)
Christopher J. Long, Patrick L. Purdon, Simona Temereanca, Neil U. Desai, Matti S. Hämäläinen, Emery N. Brown
Large Scale Kalman Filtering Solutions to the Electrophysiological Source Localization Problem- A MEG Case Study. EMBC (2006)
Toni Auranen, Aapo Nummenmaa, Matti S. Hämäläinen, Iiro P. Jääskeläinen, Jouko Lampinen, Aki Vehtari, Mikko Sams
-norm priors. NeuroImage 26 (3) (2005)
Kristina T. Ciesielski, Matti S. Hämäläinen, Paul G. Lesnik, Daniel A. Geller, Seppo P. Ahlfors
Increased MEG activation in OCD reflects a compensatory mechanism specific to the phase of a visual working memory task. NeuroImage 24 (4) (2005)
Fa-Hsuan Lin, Thomas Witzel, Matti S. Hämäläinen, Anders M. Dale, John W. Belliveau, Steven M. Stufflebeam
Spectral spatiotemporal imaging of cortical oscillations and interactions in the human brain. NeuroImage 23 (2) (2004)
Marcelo Soria-Rodríguez, Moncef Gabbouj, Nick Zacharov, Matti S. Hämäläinen, Kalle Koivuniemi
Modeling and real-time auralization of electrodynamic loudspeaker non-linearities. ICASSP (4) (2004)