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Journal Articles
- 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)- 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) - 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) - 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)
Conference and Workshop Papers
- 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 - 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 - 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
- [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
Parts in Books or Collections
- 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
Informal and Other Publications
- 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)
Coauthor Index
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