Michael J. Prerau

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 5

Top Topics

Obstructive Sleep Apnea

Spectral Estimation

Brain Computer Interface

Top Venues

PLoS Comput. Biol.

Publications

Hyeon Jin Kim, Shuqiang Chen, Uri T. Eden, Michael J. Prerau
A Quantitative Representation of Continuous Brain State During Sleep. NER (2021)
Patrick A. Stokes, Michael J. Prerau
Estimation of Time-Varying Spectral Peaks and Decomposition of EEG Spectrograms. IEEE Access 8 (2020)
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)
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)
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 (2018)
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)
Michael J. Prerau, Patrick L. Purdon, Uri T. Eden
Tracking non-stationary spectral peak structure in EEG data. EMBC (2013)
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)
Michael J. Prerau, Uri T. Eden
A General Likelihood Framework for Characterizing the Time Course of Neural Activity. Neural Comput. 23 (10) (2011)
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)
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)
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) (2008)