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Behtash Babadi - Publications

Affiliations: 
Electrical and Computer Engineering University of Maryland, College Park, College Park, MD 
Area:
Auditory Neuroscience
Website:
http://www.ece.umd.edu/~behtash/
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51/73 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Soleimani B, Dallasta I, Das P, Kulasingham JP, Girgenti S, Simon JZ, Babadi B, Marsh EB. Altered directional functional connectivity underlies post-stroke cognitive recovery. Brain Communications. 5: fcad149. PMID 37288315 DOI: 10.1093/braincomms/fcad149  0.476
2022 Soleimani B, Das P, Dushyanthi Karunathilake IM, Kuchinsky SE, Simon JZ, Babadi B. NLGC: Network localized Granger causality with application to MEG directional functional connectivity analysis. Neuroimage. 260: 119496. PMID 35870697 DOI: 10.1016/j.neuroimage.2022.119496  0.565
2020 Miran S, Presacco A, Simon JZ, Fu MC, Marcus SI, Babadi B. Dynamic estimation of auditory temporal response functions via state-space models with Gaussian mixture process noise. Plos Computational Biology. 16: e1008172. PMID 32813712 DOI: 10.1371/Journal.Pcbi.1008172  0.622
2020 Das P, Brodbeck C, Simon JZ, Babadi B. Neuro-current response functions: A unified approach to MEG source analysis under the continuous stimuli paradigm. Neuroimage. 116528. PMID 31945510 DOI: 10.1016/J.Neuroimage.2020.116528  0.624
2020 Rupasinghe A, Babadi B. Multitaper Analysis of Semi-Stationary Spectra From Multivariate Neuronal Spiking Observations Ieee Transactions On Signal Processing. 68: 4382-4396. DOI: 10.1109/Tsp.2020.3010197  0.397
2020 Das P, Babadi B. Multitaper spectral analysis of neuronal spiking activity driven by latent stationary processes Signal Processing. 170: 107429. DOI: 10.1016/J.Sigpro.2019.107429  0.4
2019 Presacco A, Miran S, Babadi B, Simon JZ. Real-Time Tracking of Magnetoencephalographic Neuromarkers during a Dynamic Attention-Switching Task. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2019: 4148-4151. PMID 31946783 DOI: 10.1109/EMBC.2019.8857953  0.578
2018 Miran S, Akram S, Sheikhattar A, Simon JZ, Zhang T, Babadi B. Real-Time Decoding of Auditory Attention from EEG via Bayesian Filtering. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 25-28. PMID 30440332 DOI: 10.1109/EMBC.2018.8512210  0.6
2018 Miran S, Akram S, Sheikhattar A, Simon JZ, Zhang T, Babadi B. Real-Time Tracking of Selective Auditory Attention From M/EEG: A Bayesian Filtering Approach. Frontiers in Neuroscience. 12: 262. PMID 29765298 DOI: 10.3389/Fnins.2018.00262  0.651
2018 Sheikhattar A, Miran S, Liu J, Fritz JB, Shamma SA, Kanold PO, Babadi B. Extracting neuronal functional network dynamics via adaptive Granger causality analysis. Proceedings of the National Academy of Sciences of the United States of America. PMID 29632213 DOI: 10.1073/Pnas.1718154115  0.362
2018 Miran S, Akram S, Sheikhattar A, Simon JZ, Zhang T, Babadi B. Robust and real-time decoding of selective auditory attention from M/EEG: A state-space modeling approach The Journal of the Acoustical Society of America. 143: 1743-1743. DOI: 10.1121/1.5035690  0.592
2017 Krishnaswamy P, Obregon-Henao G, Ahveninen J, Khan S, Babadi B, Iglesias JE, Hämäläinen MS, Purdon PL. Sparsity enables estimation of both subcortical and cortical activity from MEG and EEG. Proceedings of the National Academy of Sciences of the United States of America. PMID 29138310 DOI: 10.1073/Pnas.1705414114  0.339
2017 Pirondini E, Babadi B, Obregon-Henao G, Lamus C, Malik WQ, Hamalainen MS, Purdon PL. Computationally-efficient algorithms for sparse, dynamic solutions to the EEG source localization problem. Ieee Transactions On Bio-Medical Engineering. PMID 28920892 DOI: 10.1109/Tbme.2017.2739824  0.412
2017 Das P, Babadi B. Dynamic Bayesian Multitaper Spectral Analysis Ieee Transactions On Signal Processing. 66: 1394-1409. DOI: 10.1109/Tsp.2017.2787146  0.455
2017 Boyer R, Babadi B, Kalouptsidis N, Tarokh V. Corrections to “Asymptotic Achievability of the Cramér–Rao Bound for Noisy Compressive Sampling” [Mar 09 1233-1236] Ieee Transactions On Signal Processing. 65: 4973-4974. DOI: 10.1109/Tsp.2017.2723352  0.571
2017 Kazemipour A, Wu M, Babadi B. Robust Estimation of Self-Exciting Generalized Linear Models With Application to Neuronal Modeling Ieee Transactions On Signal Processing. 65: 3733-3748. DOI: 10.1109/Tsp.2017.2690385  0.363
2017 Kazemipour A, Miran S, Pal P, Babadi B, Wu M. Sampling Requirements for Stable Autoregressive Estimation Ieee Transactions On Signal Processing. 65: 2333-2347. DOI: 10.1109/Tsp.2017.2656848  0.35
2016 Sheikhattar A, Babadi B. Real-time Algorithms for Sparse Neuronal System Identification. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3410-3413. PMID 28269035 DOI: 10.1109/EMBC.2016.7591460  0.359
2016 Akram S, Simon JZ, Babadi B. Dynamic Estimation of the Auditory Temporal Response Function from MEG in Competing-Speaker Environments. Ieee Transactions On Bio-Medical Engineering. PMID 28113290 DOI: 10.1109/Tbme.2016.2628884  0.606
2016 Miran S, Purdon P, Brown E, Babadi B. Robust Estimation of Sparse Narrowband Spectra from Binary Neuronal Spiking Data. Ieee Transactions On Bio-Medical Engineering. PMID 28026746 DOI: 10.1109/Tbme.2016.2642783  0.323
2016 Akram S, Simon JZ, Babadi B. Dynamic Estimation of the Auditory Temporal Response Function from MEG in Competing-Speaker Environments. Ieee Transactions On Bio-Medical Engineering. PMID 27875129 DOI: 10.1109/TBME.2016.2628884  0.57
2016 Sheikhattar A, Fritz JB, Shamma SA, Babadi B. Recursive sparse point process regression with application to spectrotemporal receptive field plasticity analysis Ieee Transactions On Signal Processing. 64: 2026-2039. DOI: 10.1109/Tsp.2015.2512560  0.425
2016 Sheikhattar A, Fritz JB, Shamma SA, Babadi B. Adaptive sparse logistic regression with application to neuronal plasticity analysis Conference Record - Asilomar Conference On Signals, Systems and Computers. 2016: 1551-1555. DOI: 10.1109/ACSSC.2015.7421406  0.364
2015 Akram S, Presacco A, Simon JZ, Shamma SA, Babadi B. Robust decoding of selective auditory attention from MEG in a competing-speaker environment via state-space modeling. Neuroimage. 124: 906-917. PMID 26436490 DOI: 10.1016/J.Neuroimage.2015.09.048  0.615
2014 Ba D, Babadi B, Purdon PL, Brown EN. Robust spectrotemporal decomposition by iteratively reweighted least squares. Proceedings of the National Academy of Sciences of the United States of America. 111: E5336-45. PMID 25468968 DOI: 10.1073/Pnas.1320637111  0.436
2014 Babadi B, Brown EN. A review of multitaper spectral analysis. Ieee Transactions On Bio-Medical Engineering. 61: 1555-64. PMID 24759284 DOI: 10.1109/Tbme.2014.2311996  0.351
2014 Babadi B, Obregon-Henao G, Lamus C, Hämäläinen MS, Brown EN, Purdon PL. A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem. Neuroimage. 87: 427-43. PMID 24055554 DOI: 10.1016/J.Neuroimage.2013.09.008  0.448
2014 Akram S, Simon JZ, Shamma S, Babadi B. A state-space model for decoding auditory attentional modulation from MEG in a competing-speaker environment Advances in Neural Information Processing Systems. 1: 460-468.  0.507
2013 Babadi B, Ba D, Purdon PL, Brown EN. Convergence and Stability of a Class of Iteratively Re-weighted Least Squares Algorithms for Sparse Signal Recovery in the Presence of Noise. Ieee Transactions On Signal Processing : a Publication of the Ieee Signal Processing Society. 62: 183-195. PMID 26549965 DOI: 10.1109/Tsp.2013.2287685  0.438
2013 Babadi B, Tarokh V. Spectral distribution of product of pseudorandom matrices formed from binary block codes Ieee Transactions On Information Theory. 59: 970-978. DOI: 10.1109/Tit.2012.2223812  0.523
2012 Obregon-Henao G, Babadi B, Lamus C, Brown EN, Purdon PL. A fast iterative greedy algorithm for MEG source localization. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6748-51. PMID 23367478 DOI: 10.1109/EMBC.2012.6347543  0.35
2012 Babadi B, McKinney SM, Tarokh V, Ellenbogen JM. DiBa: a data-driven Bayesian algorithm for sleep spindle detection. Ieee Transactions On Bio-Medical Engineering. 59: 483-93. PMID 22084041 DOI: 10.1109/Tbme.2011.2175225  0.569
2012 Babadi B, Tarokh V. Distributed dynamic spectrum allocation for secondary users in a vertical spectrum sharing scenario Ieice Transactions On Communications. 1044-1055. DOI: 10.1587/Transcom.E95.B.1044  0.552
2012 Babadi B, Tarokh V. Vertical spectrum sharing via distributed asynchronous interference avoidance in cognitive radio networks 2012 Ieee Consumer Communications and Networking Conference, Ccnc'2012. 869-873. DOI: 10.1109/CCNC.2012.6181181  0.511
2011 Babadi B, Tarokh V. Regularized recursive least squares for anomaly detection in sparse channel tracking applications Proceedings of the 2011 Acm Research in Applied Computation Symposium, Racs 2011. 277-281. DOI: 10.1145/2103380.2103437  0.551
2011 Babadi B, Tarokh V. Spectral distribution of random matrices from binary linear block codes Ieee Transactions On Information Theory. 57: 3955-3962. DOI: 10.1109/Tit.2011.2137330  0.527
2011 Mileounis G, Kalouptsidis N, Babadi B, Tarokh V. Blind identification of sparse channels and symbol detection via the em algorithm 17th Dsp 2011 International Conference On Digital Signal Processing, Proceedings. DOI: 10.1109/ICDSP.2011.6004920  0.55
2011 Babadi B, Ghassemzadeh SS, Tarokh V. Group randomness properties of pseudo-noise and gold sequences 12th Canadian Workshop On Information Theory, Cwit 2011. 42-46. DOI: 10.1109/CWIT.2011.5872120  0.454
2011 Babadi B, Tarokh V. Spectral distribution of the product of two random matrices based on binary block codes 2011 49th Annual Allerton Conference On Communication, Control, and Computing, Allerton 2011. 917-919. DOI: 10.1109/Allerton.2011.6120264  0.495
2011 Kalouptsidis N, Mileounis G, Babadi B, Tarokh V. Adaptive algorithms for sparse system identification Signal Processing. 91: 1910-1919. DOI: 10.1016/J.Sigpro.2011.02.013  0.607
2010 Babadi B, Kalouptsidis N, Tarokh V. SPARLS: The sparse RLS algorithm Ieee Transactions On Signal Processing. 58: 4013-4025. DOI: 10.1109/Tsp2010.2048103  0.631
2010 Mileounis G, Babadi B, Kalouptsidis N, Tarokh V. An adaptive greedy algorithm with application to nonlinear communications Ieee Transactions On Signal Processing. 58: 2998-3007. DOI: 10.1109/Tsp.2010.2044841  0.601
2010 Babadi B, Tarokh V. GADIA: A greedy asynchronous distributed interference avoidance algorithm Ieee Transactions On Information Theory. 56: 6228-6252. DOI: 10.1109/Tit.2010.2081090  0.623
2010 Babadi B, Tarokh V. Random frames from binary linear block codes 2010 44th Annual Conference On Information Sciences and Systems, Ciss 2010. DOI: 10.1109/CISS.2010.5464847  0.479
2009 Babadi B, Kalouptsidis N, Tarokh V. Asymptotic achievability of the Cramér-Rao bound for noisy compressive sampling Ieee Transactions On Signal Processing. 57: 1233-1236. DOI: 10.1109/Tsp.2008.2010379  0.56
2009 Kalouptsidis N, Mileounis G, Babadi B, Tarokh V. Adaptive algorithms for sparse nonlinear channel estimation Ieee Workshop On Statistical Signal Processing Proceedings. 221-224. DOI: 10.1109/SSP.2009.5278600  0.582
2009 Babadi B, Kalouptsidis N, Tarokh V. Comparison of SPARLS and RLS algorithms for adaptive filtering 2009 Ieee Sarnoff Symposium, Sarnoff 2009 - Conference Proceedings. DOI: 10.1109/SARNOF.2009.4850336  0.593
2008 Babadi B, Tarokh V. Iterative approach to base station positioning in cellular networks Proceedings of the 2008 Ieee Sarnoff Symposium, Sarnoff. DOI: 10.1109/SARNOF.2008.4520067  0.581
2008 Babadi B, Tarokh V. Distributed dynamic frequency allocation in wireless networks under time-varying user activities Proceedings of the 2008 Ieee Sarnoff Symposium, Sarnoff. DOI: 10.1109/SARNOF.2008.4520043  0.547
2008 Babadi B, Tarokh V. The impact of spectrum sensing time on the performance of the GADIA algorithm 2008 Ieee Symposium On New Frontiers in Dynamic Spectrum Access Networks, Dyspan 2008. 472-478. DOI: 10.1109/DYSPAN.2008.56  0.589
2008 Babadi B, Tarokh V. A distributed asynchronous algorithm for spectrum sharing in wireless ad hoc networks Ciss 2008, the 42nd Annual Conference On Information Sciences and Systems. 831-835. DOI: 10.1109/CISS.2008.4558635  0.572
Low-probability matches (unlikely to be authored by this person)
2014 Kazemipour A, Babadi B, Wu M. Sparse estimation of self-exciting point processes with application to LGN neural modeling 2014 Ieee Global Conference On Signal and Information Processing, Globalsip 2014. 478-482. DOI: 10.1109/GlobalSIP.2014.7032163  0.294
2018 Francis NA, Winkowski DE, Sheikhattar A, Armengol K, Babadi B, Kanold PO. Small Networks Encode Decision-Making in Primary Auditory Cortex. Neuron. PMID 29398362 DOI: 10.1016/J.Neuron.2018.01.019  0.293
2017 Kazemipour A, Liu J, Solarana K, Nagode D, Kanold P, Wu M, Babadi B. Fast and Stable Signal Deconvolution via Compressible State-Space Models. Ieee Transactions On Bio-Medical Engineering. PMID 28422648 DOI: 10.1109/Tbme.2017.2694339  0.29
2012 Pirondini E, Babadi B, Lamus C, Brown EN, Purdon PL. A spatially-regularized dynamic source localization algorithm for EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6752-5. PMID 23367479 DOI: 10.1109/EMBC.2012.6347544  0.287
2019 Liu J, Whiteway MR, Sheikhattar A, Butts DA, Babadi B, Kanold PO. Parallel Processing of Sound Dynamics across Mouse Auditory Cortex via Spatially Patterned Thalamic Inputs and Distinct Areal Intracortical Circuits. Cell Reports. 27: 872-885.e7. PMID 30995483 DOI: 10.1016/J.Celrep.2019.03.069  0.284
2014 Mukamel EA, Pirondini E, Babadi B, Wong KF, Pierce ET, Harrell PG, Walsh JL, Salazar-Gomez AF, Cash SS, Eskandar EN, Weiner VS, Brown EN, Purdon PL. A transition in brain state during propofol-induced unconsciousness. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 839-45. PMID 24431442 DOI: 10.1523/Jneurosci.5813-12.2014  0.282
2023 Mukherjee S, Babadi B. Adaptive modeling and inference of higher-order coordination in neuronal assemblies: a dynamic greedy estimation approach. Biorxiv : the Preprint Server For Biology. PMID 37905104 DOI: 10.1101/2023.10.16.562647  0.272
2016 Chou CC, Gadisetti C, Shin T, Devasahayam N, McMillan A, Babadi B, Gullapalli R, Cherukuri M, Zhuo J. Accelerated electron paramagnetic resonance imaging using partial Fourier compressed sensing reconstruction. Magnetic Resonance Imaging. PMID 27989911 DOI: 10.1016/J.Mri.2016.10.029  0.24
2015 Mukamel EA, Pirondini E, Babadi B, Wong KFK, Pierce ET, Harrell PG, Walsh JL, Salazar-Gomez AF, Cash SS, Eskandar EN, Weiner VS, Brown EN, Purdon PL. A Transition in Brain State during Propofol-Induced Unconsciousness (January, pg 839, 2014) The Journal of Neuroscience. 35: 8684-8685. DOI: 10.1523/Jneurosci.1501-15.2015  0.231
2015 Ghapani F, Rasekh AR, Akhoond MR, Babadi B. Detection of outliers and influential observations in linear ridge measurement error models with stochastic linear restrictions Journal of Sciences, Islamic Republic of Iran. 26: 355-366.  0.201
2021 Rupasinghe A, Francis N, Liu J, Bowen Z, Kanold PO, Babadi B. Direct Extraction of Signal and Noise Correlations from Two-Photon Calcium Imaging of Ensemble Neuronal Activity. Elife. 10. PMID 34180397 DOI: 10.7554/eLife.68046  0.184
2014 Babadi B, Rasekh A, Rasekhi AA, Zare K, Zadkarami MR. A Variance shift model for detection of outliers in the linear measurement error model Abstract and Applied Analysis. 2014. DOI: 10.1155/2014/396875  0.181
2005 Babadi B, Shariatpanahi P, Khalaj BH. An adaptive feedback bit allocation method for wireless systems with transmit diversity 2005 1st International Conference On Computers, Communications and Signal Processing With Special Track On Biomedical Engineering, Ccsp 2005. 181-184. DOI: 10.1109/CCSP.2005.4977185  0.164
2005 Shariatpanahi P, Babadi B, Khalaj BH. Feedback bit reduction for antenna selection methods in wireless systems 2005 13th Ieee International Conference On Networks Jointly Held With the 2005 7th Ieee Malaysia International Conference On Communications, Proceedings. 1: 229-233. DOI: 10.1109/ICON.2005.1635474  0.157
2012 Sampson AL, Babadi B, Prerau MJ, Mukamel EA, Brown EN, Purdon PL. Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 6731-4. PMID 23367474 DOI: 10.1109/EMBC.2012.6347539  0.136
2023 Koçillari L, Celotto M, Francis NA, Mukherjee S, Babadi B, Kanold PO, Panzeri S. Behavioural relevance of redundant and synergistic stimulus information between functionally connected neurons in mouse auditory cortex. Brain Informatics. 10: 34. PMID 38052917 DOI: 10.1186/s40708-023-00212-9  0.128
2023 O'Neill KM, Anderson ED, Mukherjee S, Gandu S, McEwan SA, Omelchenko A, Rodriguez AR, Losert W, Meaney DF, Babadi B, Firestein BL. Time-dependent homeostatic mechanisms underlie brain-derived neurotrophic factor action on neural circuitry. Communications Biology. 6: 1278. PMID 38110605 DOI: 10.1038/s42003-023-05638-9  0.128
2022 Francis NA, Mukherjee S, Koçillari L, Panzeri S, Babadi B, Kanold PO. Sequential transmission of task-relevant information in cortical neuronal networks. Cell Reports. 39: 110878. PMID 35649366 DOI: 10.1016/j.celrep.2022.110878  0.125
2004 Babadi B. Stimulus transmission by tonic and burst responses in a minimal model of thalamic circuit Neurocomputing. 58: 7-12. DOI: 10.1016/j.neucom.2004.01.015  0.12
2016 Babadi B, Abbott LF. Stability and Competition in Multi-spike Models of Spike-Timing Dependent Plasticity Plos Computational Biology. 12. DOI: 10.1371/journal.pcbi.1004750  0.101
2015 Ba D, Babadi B, Purdon PL, Brown EN. Neural spike train denoising by point process re-weighted iterative smoothing Conference Record - Asilomar Conference On Signals, Systems and Computers. 2015: 763-768. DOI: 10.1109/ACSSC.2014.7094552  0.094
2012 Ba D, Babadi B, Purdon P, Brown E. Exact and stable recovery of sequences of signals with sparse increments via differential ℓ1-minimization Advances in Neural Information Processing Systems. 4: 2627-2635.  0.075
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