| 2021 | UAI | PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components. | Andrew H. Song, Demba E. Ba, Emery N. Brown |
| 2020 | ACSSC | Inferring neural dynamics during burst suppression using a neurophysiology-inspired switching state-space model. | Gabriel Schamberg, Sourish Chakravarty, Taylor E. Baum, Emery N. Brown |
| 2020 | AIME | Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning. | Gabriel Schamberg, Marcus A. Badgeley, Emery N. Brown |
| 2020 | KDD | Keynote Speaker: Emery N. Brown. | Emery N. Brown |
| 2019 | ACSSC | A state-space model for dynamic functional connectivity. | Sourish Chakravarty, Zachary D. Threlkeld, Yelena G. Bodien, Brian L. Edlow, Emery N. Brown |
| 2019 | BIBE | Smoother Adaptive Parametric Spectrograms: An Application to EEG Under General Anesthesia. | Kriton Konstantinidis, Emery N. Brown |
| 2017 | ICASSP | Sparse spectral estimation from point process observations. | Sina Miran, Patrick L. Purdon, Emery N. Brown, Behtash Babadi |
| 2014 | ACSSC | Neural spike train denoising by point process re-weighted iterative smoothing. | Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown |
| 2010 | ICASSP | Variational Bayesian inference for point process generalized linear models in neural spike trains analysis. | Zhe Chen, Fabian Kloosterman, Matthew A. Wilson, Emery N. Brown |
| 2010 | ICASSP | A general statistical framework for assessing Granger causality. | Sanggyun Kim, Emery N. Brown |
| 2010 | ICASSP | A state space approach to multimodal integration of simultaneously recorded EEG and fMRI. | Patrick L. Purdon, Camilo Lamus, Matti S. Hmlinen, Emery N. Brown |
| 2010 | ICASSP | A parallel point-process filter for estimation of goal-directed movements from neural signals. | Maryam Modir Shanechi, Gregory W. Wornell, Ziv Williams, Emery N. Brown |
| 2010 | ICASSP | Hierarchical Bayesian modeling of inter-trial variability and variational Bayesian learning of common spatial patterns from multichannel EEG. | Wei Wu, Zhe Chen, Shangkai Gao, Emery N. Brown |
| 2009 | ICASSP | Assessment of baroreflex control of heart rate during general anesthesia using a point process method. | Zhe Chen, Patrick L. Purdon, Eric T. Pierce, Grace Harrell, Emery N. Brown, Riccardo Barbieri |
| 2009 | ICASSP | State-space analysis on time-varying correlations in parallel spike sequences. | Hideaki Shimazaki, Shun-ichi Amari, Emery N. Brown, Sonja Grn |
| 2008 | ICASSP | A study of probabilistic models for characterizing human heart beat dynamics in autonomic blockade control. | Zhe Chen, Emery N. Brown, Riccardo Barbieri |
| 2008 | ICASSP | Mixed observation filtering for neural data. | Uri T. Eden, Emery N. Brown |
| 2007 | ISIT | Signal Processing Algorithms to Decipher Brain Function. | Emery N. Brown |
| 2004 | ICASSP | Hemodynamic transfer function estimation with Laguerre polynomials and confidence intervals construction, from functional magnetic resonance imaging (fMRI) data. | Supratim Saha, Christopher J. Long, Emery N. Brown, Elissa Aminoff, Moshe Bar, Victor Solo |
| 2004 | ICIP | FMRI signal modeling using laguerre polynomials. | Victor Solo, Christopher J. Long, Emery N. Brown, Elissa Aminoff, Moshe Bar, Supratim Saha |
| 2003 | ICIP | Spatial wavelets for temporally correlated FMRI. | Victor Solo, Emery N. Brown, Christopher J. Long |
| 2001 | ICASSP | Spatio-temporal signal processing for multisubject functional MRI studies. | Victor Solo, Patrick L. Purdon, Emery N. Brown |
| 1999 | ICIP | Model Comparison for Functional MRI. | Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff |
| 1998 | ICIP | Regularization for Functional MRI Models. | Victor Solo, Patrick L. Purdon, Emery N. Brown, Robert M. Weisskoff |
| 1997 | ICIP | A Signal Processing Approach to Functional MRI for Brain Mapping. | Victor Solo, Emery N. Brown, Robert M. Weisskoff |