System and method for estimating high time-frequency resolution eeg spectrograms to monitor patient state EN Brown, PL Purdon, D Ba, B Babadi US Patent App. 14/261,166, 2014 | 437 | 2014 |
A review of multitaper spectral analysis B Babadi, EN Brown IEEE Transactions on Biomedical Engineering 61 (5), 1555-1564, 2014 | 316 | 2014 |
SPARLS: The sparse RLS algorithm B Babadi, N Kalouptsidis, V Tarokh IEEE Transactions on Signal Processing 58 (8), 4013-4025, 2010 | 245 | 2010 |
Sparsity enables estimation of both subcortical and cortical activity from MEG and EEG P Krishnaswamy, G Obregon-Henao, J Ahveninen, S Khan, B Babadi, ... Proceedings of the National Academy of Sciences 114 (48), E10465-E10474, 2017 | 143 | 2017 |
A transition in brain state during propofol-induced unconsciousness EA Mukamel, E Pirondini, B Babadi, KFK Wong, ET Pierce, PG Harrell, ... Journal of Neuroscience 34 (3), 839-845, 2014 | 136 | 2014 |
Adaptive algorithms for sparse system identification N Kalouptsidis, G Mileounis, B Babadi, V Tarokh Signal Processing 91 (8), 1910-1919, 2011 | 121 | 2011 |
Real-time tracking of selective auditory attention from M/EEG: A bayesian filtering approach S Miran, S Akram, A Sheikhattar, JZ Simon, T Zhang, B Babadi Frontiers in neuroscience 12, 262, 2018 | 119 | 2018 |
Small networks encode decision-making in primary auditory cortex NA Francis, DE Winkowski, A Sheikhattar, K Armengol, B Babadi, ... Neuron 97 (4), 885-897. e6, 2018 | 114 | 2018 |
Robust decoding of selective auditory attention from MEG in a competing-speaker environment via state-space modeling S Akram, A Presacco, JZ Simon, SA Shamma, B Babadi NeuroImage 124, 906-917, 2016 | 103 | 2016 |
GADIA: A greedy asynchronous distributed interference avoidance algorithm B Babadi, V Tarokh IEEE Transactions on Information Theory 56 (12), 6228-6252, 2010 | 89 | 2010 |
Parallel processing of sound dynamics across mouse auditory cortex via spatially patterned thalamic inputs and distinct areal intracortical circuits J Liu, MR Whiteway, A Sheikhattar, DA Butts, B Babadi, PO Kanold Cell reports 27 (3), 872-885. e7, 2019 | 85 | 2019 |
Convergence and stability of iteratively re-weighted least squares algorithms D Ba, B Babadi, PL Purdon, EN Brown IEEE Transactions on Signal Processing 62 (1), 183-195, 2013 | 85 | 2013 |
Asymptotic achievability of the Cramér–Rao bound for noisy compressive sampling B Babadi, N Kalouptsidis, V Tarokh IEEE Transactions on Signal Processing 57 (3), 1233-1236, 2008 | 84 | 2008 |
Extracting neuronal functional network dynamics via adaptive Granger causality analysis A Sheikhattar, S Miran, J Liu, JB Fritz, SA Shamma, PO Kanold, B Babadi Proceedings of the National Academy of Sciences 115 (17), E3869-E3878, 2018 | 83 | 2018 |
An adaptive greedy algorithm with application to nonlinear communications G Mileounis, B Babadi, N Kalouptsidis, V Tarokh IEEE Transactions on Signal Processing 58 (6), 2998-3007, 2010 | 83 | 2010 |
A subspace pursuit-based iterative greedy hierarchical solution to the neuromagnetic inverse problem B Babadi, G Obregon-Henao, C Lamus, MS Hämäläinen, EN Brown, ... NeuroImage 87, 427-443, 2014 | 52 | 2014 |
DiBa: a data-driven Bayesian algorithm for sleep spindle detection B Babadi, SM McKinney, V Tarokh, JM Ellenbogen IEEE Transactions on Biomedical Engineering 59 (2), 483-493, 2011 | 48 | 2011 |
Dynamic estimation of the auditory temporal response function from MEG in competing-speaker environments S Akram, JZ Simon, B Babadi IEEE Transactions on Biomedical Engineering 64 (8), 1896-1905, 2016 | 46 | 2016 |
Computationally efficient algorithms for sparse, dynamic solutions to the EEG source localization problem E Pirondini, B Babadi, G Obregon-Henao, C Lamus, WQ Malik, ... IEEE Transactions on Biomedical Engineering 65 (6), 1359-1372, 2017 | 42 | 2017 |
Robust spectrotemporal decomposition by iteratively reweighted least squares D Ba, B Babadi, PL Purdon, EN Brown Proceedings of the National Academy of Sciences 111 (50), E5336-E5345, 2014 | 42 | 2014 |