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Michael J. Prerau
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2020 – today
- 2021
- [c7]Hyeon Jin Kim
, Shuqiang Chen
, Uri T. Eden, Michael J. Prerau:
A Quantitative Representation of Continuous Brain State During Sleep. NER 2021: 103-106 - 2020
- [j4]Patrick A. Stokes
, Michael J. Prerau
:
Estimation of Time-Varying Spectral Peaks and Decomposition of EEG Spectrograms. IEEE Access 8: 218257-218278 (2020)
2010 – 2019
- 2019
- [c6]Andrew H. Song, Leon Chlon, Hugo Soulat, John Tauber, Sandya Subramanian, Demba E. Ba, Michael J. Prerau
:
Multitaper Infinite Hidden Markov Model for EEG. EMBC 2019: 5803-5807 - [c5]Feng Liu
, Emily P. Stephen
, Michael J. Prerau
, Patrick L. Purdon:
Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space. NER 2019: 299-302 - 2018
- [i1]Leon Chlon, Andrew H. Song, Sandya Subramanian, Hugo Soulat, John Tauber, Demba E. Ba, Michael J. Prerau:
Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference. CoRR abs/1805.07300 (2018) - 2014
- [j3]Michael J. Prerau
, Katie E. Hartnack, Gabriel Obregon-Henao
, Aaron L. Sampson, Margaret Merlino, Karen Gannon, Matt T. Bianchi, Jeffrey M. Ellenbogen, Patrick L. Purdon:
Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics. PLoS Comput. Biol. 10(10) (2014) - 2013
- [c4]Michael J. Prerau
, Patrick L. Purdon, Uri T. Eden
:
Tracking non-stationary spectral peak structure in EEG data. EMBC 2013: 417-420 - 2012
- [c3]Aaron L. Sampson, Behtash Babadi, Michael J. Prerau
, Eran A. Mukamel
, Emery N. Brown, Patrick L. Purdon:
Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG. EMBC 2012: 6731-6734 - 2011
- [j2]Michael J. Prerau
, Uri T. Eden
:
A General Likelihood Framework for Characterizing the Time Course of Neural Activity. Neural Comput. 23(10): 2537-2566 (2011) - [c2]Eran A. Mukamel
, Kin Foon Wong, Michael J. Prerau
, Emery N. Brown, Patrick L. Purdon:
Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia. EMBC 2011: 1981-1984 - [c1]Kin Foon Kevin Wong, Anne C. Smith, Eric T. Pierce, P. Grace Harrell, John L. Walsh, Andres Felipe Salazar, Casie L. Tavares, Aylin Cimenser
, Michael J. Prerau
, Eran A. Mukamel
, Aaron L. Sampson, Patrick L. Purdon, Emery N. Brown:
Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia. EMBC 2011: 4705-4708
2000 – 2009
- 2008
- [j1]Michael J. Prerau
, Anne C. Smith, Uri T. Eden
, Marianna Yanike, Wendy A. Suzuki, Emery N. Brown:
A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance. Biol. Cybern. 99(1): 1-14 (2008) - 2002
- [p1]Eleazar Eskin, Andrew Arnold, Michael J. Prerau, Leonid Portnoy, Salvatore J. Stolfo:
A Geometric Framework for Unsupervised Anomaly Detection. Applications of Data Mining in Computer Security 2002: 77-101
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