Michael J. Prerau

13 papers Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2021 — conf
A Quantitative Representation of Continuous Brain State During Sleep.
NER
Hyeon Jin Kim, Shuqiang Chen, Uri T. Eden, Michael J. Prerau
2020 J jnl
Estimation of Time-Varying Spectral Peaks and Decomposition of EEG Spectrograms.
IEEE Access
Patrick A. Stokes, Michael J. Prerau
2019 — conf
Multitaper Infinite Hidden Markov Model for EEG.
EMBC
Andrew H. Song, Leon Chlon, Hugo Soulat, John Tauber, Sandya Subramanian, Demba E. Ba, Michael J. Prerau
2019 — conf
Sparse Multi-task Inverse Covariance Estimation for Connectivity Analysis in EEG Source Space.
NER
Feng Liu, Emily P. Stephen, Michael J. Prerau, Patrick L. Purdon
2018 J jnl
Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference.
CoRR
Leon Chlon, Andrew H. Song, Sandya Subramanian, Hugo Soulat, John Tauber, Demba E. Ba, Michael J. Prerau
2014 J jnl
Tracking the Sleep Onset Process: An Empirical Model of Behavioral and Physiological Dynamics.
PLoS Comput. Biol.
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
2013 — conf
Tracking non-stationary spectral peak structure in EEG data.
EMBC
Michael J. Prerau, Patrick L. Purdon, Uri T. Eden
2012 — conf
Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG.
EMBC
Aaron L. Sampson, Behtash Babadi, Michael J. Prerau, Eran A. Mukamel, Emery N. Brown, Patrick L. Purdon
2011 J jnl
A General Likelihood Framework for Characterizing the Time Course of Neural Activity.
Neural Comput.
Michael J. Prerau, Uri T. Eden
2011 — conf
Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia.
EMBC
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
2011 — conf
Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia.
EMBC
Eran A. Mukamel, Kin Foon Wong, Michael J. Prerau, Emery N. Brown, Patrick L. Purdon
2008 J jnl
A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance.
Biol. Cybern.
Michael J. Prerau, Anne C. Smith, Uri T. Eden, Marianna Yanike, Wendy A. Suzuki, Emery N. Brown
2002 — ch.
A Geometric Framework for Unsupervised Anomaly Detection.
Applications of Data Mining in Computer Security
Eleazar Eskin, Andrew Arnold, Michael J. Prerau, Leonid Portnoy, Salvatore J. Stolfo