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Journal Article
IEEE Transactions on Biomedical Engineering, ISSN 0018-9294, 05/2014, Volume 61, Issue 5, pp. 1555 - 1564
Journal Article
2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), ISSN 1557-170X, 08/2016, Volume 2016-, pp. 3410 - 3413
We consider the problem of sparse adaptive neuronal system identification, where the goal is to estimate the sparse time-varying neuronal model parameters in... 
Greedy algorithms | Algorithm design and analysis | Adaptation models | sparse identification | regularized likelihood | Signal processing algorithms | Estimation | Modulation | Adaptive algorithms | Real-time systems | Regularized likelihood | Sparse identification | Algorithms | Animals | Auditory Cortex - physiology | Models, Neurological | Ferrets - physiology
Conference Proceeding
IEEE Transactions on Biomedical Engineering, ISSN 0018-9294, 08/2017, Volume 64, Issue 8, pp. 1896 - 1905
Journal Article
Signal Processing, ISSN 0165-1684, 05/2020, Volume 170, p. 107429
•Extracting the spectra of latent processes that drive ensemble spiking activity.•Integrating point process modeling and multitapering in a unified... 
Power spectral density | Multitaper analysis | Point process models | Neural signal processing | SPACE | MAXIMUM-LIKELIHOOD | OSCILLATIONS | ONSET | ENGINEERING, ELECTRICAL & ELECTRONIC
Journal Article
IEEE Transactions on Signal Processing, ISSN 1053-587X, 03/2018, Volume 66, Issue 6, pp. 1394 - 1409
Journal Article
Proceedings of the National Academy of Sciences of the United States of America, ISSN 0027-8424, 11/2017, Volume 114, Issue 48, pp. E10465 - E10474
Subcortical structures play a critical role in brain function. However, options for assessing electrophysiological activity in these structures are limited.... 
Sparsity | Source localization | EEG | MEG | Subcortical structures | SURFACE-BASED ANALYSIS | HUMAN BRAIN | MAGNETIC-FIELDS | BASAL GANGLIA | MULTIDISCIPLINARY SCIENCES | subcortical structures | source localization | sparsity | THALAMOCORTICAL SYNCHRONY | MODEL | M/EEG INVERSE PROBLEM | PROJECTION PURSUIT | SUBSPACE PURSUIT | Biological Sciences | Physical Sciences | PNAS Plus
Journal Article
Neuron, ISSN 0896-6273, 02/2018, Volume 97, Issue 4, pp. 885 - 897.e6
Journal Article
Proceedings of the National Academy of Sciences, ISSN 0027-8424, 12/2014, Volume 111, Issue 50, pp. E5336 - E5345
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 12/2010, Volume 56, Issue 12, pp. 6228 - 6252
Journal Article
Frontiers in Neuroscience, ISSN 1662-4548, 05/2018, Volume 12, Issue MAY, p. 262
Journal Article
Journal Article
NeuroImage, ISSN 1053-8119, 05/2020, Volume 211, p. 116528
Characterizing the neural dynamics underlying sensory processing is one of the central areas of investigation in systems and cognitive neuroscience.... 
Bayesian estimation | Temporal response functions | Source localization | Speech processing | MEG
Journal Article
IEEE transactions on bio-medical engineering, ISSN 0018-9294, 10/2017, Volume 64, Issue 10, pp. 2462 - 2474
Journal Article
IEEE Transactions on Biomedical Engineering, ISSN 0018-9294, 06/2018, Volume 65, Issue 6, pp. 1359 - 1372
Journal Article