Emery N. Brown

发表

Encoding Through Patterns: Regression Tree–Based Neuronal Population Models

Emery N. Brown, Robert Haslinger, Gordon Pipa, 2013, Neural Computation.

Estimating a State-space Model from Point Process Observations Emery N. Brown

Emery N. Brown, Anne C. Smith, E. Brown, 2022 .

Characterizing nonlinear heartbeat dynamics within a point process framework

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2010, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem

Emery N. Brown, Behtash Babadi, Gabriel Obregon-Henao, 2013, NeuroImage.

Thalamocortical control of propofol phase-amplitude coupling

Emery N. Brown, Patrick L. Purdon, Austin E. Soplata, 2017, PLoS Comput. Biol..

Using Point Process Models to Compare Neural Spiking Activity in the Subthalamic Nucleus of Parkinson's Patients and a Healthy Primate

Emery N. Brown, Ziv Williams, Sridevi V. Sarma, 2010, IEEE Transactions on Biomedical Engineering.

Variational Bayesian inference for point process generalized linear models in neural spike trains analysis

Matthew A. Wilson, Emery N. Brown, Fabian Kloosterman, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Spatial variation in automated burst suppression detection in pharmacologically induced coma

Emery N. Brown, Patrick L. Purdon, M. Brandon Westover, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A study of probabilistic models for characterizing human heart beat dynamics in autonomic blockade control

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Construction of Point Process Adaptive Filter Algorithms for Neural Systems Using Sequential Monte Carlo Methods

Matthew A. Wilson, Emery N. Brown, Riccardo Barbieri, 2007, IEEE Transactions on Biomedical Engineering.

Point process time–frequency analysis of dynamic respiratory patterns during meditation practice

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2012, Medical & Biological Engineering & Computing.

Governing Mouse Sleep Mathematical Model of Network Dynamics

Emery N. Brown, Ben D. Fulcher, Andrew J. K. Phillips, 2015 .

Modeling two-photon calcium fluorescence of episodic V1 recordings using multifrequency analysis

Emery N. Brown, Wasim Q. Malik, Mriganka Sur, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Point Process Characterization Of Electrodermal Activity

Emery N. Brown, Riccardo Barbieri, Sandya Subramanian, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Unified Point Process Probabilistic Framework to Assess Heartbeat Dynamics and Autonomic Cardiovascular Control

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2012, Front. Physio..

Spatio-temporal signal processing for multisubject functional MRI studies

Emery N. Brown, Victor Solo, Patrick L. Purdon, 2001, 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221).

Controlling Level of Unconsciousness with Deep Reinforcement Learning

Emery N. Brown, Marcus A. Badgeley, Gabe Schamberg, 2020 .

A differential autoregressive modeling approach within a point process framework for non-stationary heartbeat intervals analysis

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Probability and Random Variables

Emery N. Brown, Robert E. Kass, Uri T. Eden, 2019, The Metaphysics and Mathematics of Arbitrary Objects.

State-space modeling of neural signals

Emery N. Brown, 2008 .

A State-Space Framework for Movement Control to Dynamic Goals Through Brain-Driven Interfaces

Emery N. Brown, Lakshminarayan Srinivasan, E. Brown, 2007, IEEE Transactions on Biomedical Engineering.

Estimating a dynamic state to relate neural spiking activity to behavioral signals during cognitive tasks

Emery N. Brown, Riccardo Barbieri, Emad N. Eskandar, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

State-Space Models for the Analysis of Neural Spike Train and Behavioral Data

Emery N. Brown, Zhe Chen, E. Brown, 2014, Encyclopedia of Computational Neuroscience.

Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia

Emery N. Brown, Patrick L. Purdon, Michael J. Prerau, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Point Process Model for Auditory Neurons Considering Both Their Intrinsic Dynamics and the Spectrotemporal Properties of an Extrinsic Signal

Emery N. Brown, Eric Plourde, Bertrand Delgutte, 2011, IEEE Transactions on Biomedical Engineering.

A probabilistic template of human mesopontine tegmental nuclei from in vivo 7T MRI

Emery N. Brown, Bruce R. Rosen, Lawrence L. Wald, 2017, NeuroImage.

Neural spike train denoising by point process re-weighted iterative smoothing

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers.

A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem

Emery N. Brown, Christopher J. Long, Simona Temereanca, 2006, 3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006..

An enhanced cerebral recovery index for coma prognostication following cardiac arrest

Emery N. Brown, Roger G. Mark, Patrick L. Purdon, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Assessment of baroreflex control of heart rate during general anesthesia using a point process method

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

A state-space model for dynamic functional connectivity

Emery N. Brown, Brian L. Edlow, Sourish Chakravarty, 2019, 2019 53rd Asilomar Conference on Signals, Systems, and Computers.

A time-dependent analysis of spatial information encoding in the rat hippocampus

Matthew A. Wilson, Emery N. Brown, Riccardo Barbieri, 2000, Neurocomputing.

A brain-machine interface for control of burst suppression in medical coma

Emery N. Brown, Maryam Modir Shanechi, Ken Solt, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Broad Range of Neural Dynamics From a Time-Varying FitzHugh–Nagumo Model and its Spiking Threshold Estimation

Emery N. Brown, Munther A. Dahleh, Ketan Savla, 2012, IEEE Transactions on Biomedical Engineering.

Pharmacodynamic modeling of propofol-induced general anesthesia in young adults

Emery N. Brown, Francisco J. Flores, Patrick L. Purdon, 2017, 2017 IEEE Healthcare Innovations and Point of Care Technologies (HI-POCT).

Keynote Speaker: Emery N. Brown

Emery N. Brown, 2020, KDD.

Motor Cortical Networks for Skilled Movements Have Dynamic Properties That Are Related to Accurate Reaching

Emery N. Brown, Zhe Chen, David F. Putrino, 2011, Neural plasticity.

Special Section: Statistical Training and Curricular Revision

Emery N. Brown, Robert E. Kass, 2009 .

A hierarchical Bayesian approach for learning sparse spatio-temporal decompositions of multichannel EEG

Wei Wu, Emery N. Brown, Shangkai Gao, 2011, NeuroImage.

Dynamic models of neural spiking activity

Emery N. Brown, Uri T. Eden, Sylvia Wirth, 2007, 2007 46th IEEE Conference on Decision and Control.

A simulation-based comparative analysis of PID and LQG control for closed-loop anesthesia delivery

Emery N. Brown, Sourish Chakravarty, John H. Abel, 2019 .

Robust point-process Granger causality analysis in presence of exogenous temporal modulations and trial-by-trial variability in spike trains

Emery N. Brown, Antonino Casile, Rose T. Faghih, 2020, bioRxiv.

Plenary Sessions

Robert J. Wood, Emery N. Brown, Ketan Savla, 2014 .

Robust time-varying multivariate coherence estimation: Application to electroencephalogram recordings during general anesthesia

Emery N. Brown, Patrick L. Purdon, Aaron L. Sampson, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Special Issue on ‘Statistical Analysis of Neuronal Data’

Emery N. Brown, Robert E. Kass, R. Kass, 2007 .

Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State

Emery N. Brown, Riccardo Barbieri, Patrick L. Purdon, 2020, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Spatiotemporal wavelet analysis for functional MRI

Emery N. Brown, Victor Solo, Chris Long, 2004, NeuroImage.

State-Space Global Coherence to Estimate the Spatio-Temporal Dynamics of the Coordinated Brain Activity

Emery N. Brown, Ali Yousefi, Uri T. Eden, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Integrating formal language theory and mathematical modeling to solve problems arising in sleep and circadian rhythms applications

Emery N. Brown, Dennis A. Dean, 2011 .

PLSO: A generative framework for decomposing nonstationary timeseries into piecewise stationary oscillatory components

Emery N. Brown, Andrew H. Song, Demba Ba, 2020 .

Convergence and Stability of Iteratively Re-weighted Least Squares Algorithms

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2014, IEEE Transactions on Signal Processing.

A signal estimation approach to functional MRI

Emery N. Brown, Victor Solo, Patrick L. Purdon, 2001, IEEE Transactions on Medical Imaging.

An Analysis of How Spatiotemporal Dynamic Models of Brain Activity Could Improve MEG/EEG Inverse Solutions

Emery N. Brown, Camilo Lamus, Patrick L. Purdon, 2015, 1511.03726.

Analysis of Neural Data

Emery N. Brown, Robert E. Kass, Uri T. Eden, 2014 .

Assessing neuronal interactions of cell assemblies during general anesthesia

Matthew A. Wilson, Emery N. Brown, Francisco J. Flores, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia

Emery N. Brown, Anne C. Smith, Patrick L. Purdon, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data

Emery N. Brown, Sonja Grün, Shun-ichi Amari, 2012, PLoS Comput. Biol..

Model-based physiological noise removal in fast fMRI

Emery N. Brown, Laura D. Lewis, Uday Agrawal, 2020, NeuroImage.

A Multitaper Frequency-Domain Bootstrap Method

Emery N. Brown, Demba Ba, Seong-Eun Kim, 2018, IEEE Signal Processing Letters.

Plenary Sessions

Robert J. Wood, Emery N. Brown, Ketan Savla, 2001, Exogenous Dermatology.

Locally Regularized Spatiotemporal Modeling and Model Comparison for Functional MRI

Emery N. Brown, Victor Solo, Patrick L. Purdon, 2001, NeuroImage.

Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning

Emery N. Brown, Marcus A. Badgeley, Gabe Schamberg, 2020, AIME.

The Time-Rescaling Theorem and Its Application to Neural Spike Train Data Analysis

Emery N. Brown, Riccardo Barbieri, Robert E. Kass, 2002, Neural Computation.

State space model

Emery N. Brown, Zhe Chen, E. Brown, 2013, Scholarpedia.

Regularization for functional MRI models

Emery N. Brown, Victor Solo, Patrick L. Purdon, 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

Probabilistic Common Spatial Patterns for Multichannel EEG Analysis

Wei Wu, Emery N. Brown, Xiaorong Gao, 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Denoising Two-Photon Calcium Imaging Data

Emery N. Brown, Wasim Q. Malik, Mriganka Sur, 2011, PloS one.

Important Probability Distributions

Emery N. Brown, Robert E. Kass, Uri T. Eden, 2014 .

Uncovering spatial topology represented by rat hippocampal population neuronal codes

Matthew A. Wilson, Emery N. Brown, Fabian Kloosterman, 2012, Journal of Computational Neuroscience.

Assessment of Baroreflex Control of Heart Rate During General Anesthesia Point Process Method

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2009 .

Characterization of fear conditioning and fear extinction by analysis of electrodermal activity

Emery N. Brown, Riccardo Barbieri, Emad N. Eskandar, 2015, 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Signal Processing and Statistical Challenges in Neuroscience Data Analysis

Emery N. Brown, E. Brown, 2007 .

Likelihood Methods for Point Processes with Refractoriness

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2014, Neural Computation.

Assessment of lower extremity motor adaptation via an extension of the Force Field Adaptation Paradigm

Robert Riener, Emery N. Brown, Paolo Bonato, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

An open-source tool for the transcription of paper-spreadsheet data: Code and supplemental materials available online: Https://github.com/deskool/images to spreadsheets

Emery N. Brown, Roger G. Mark, M. Brandon Westover, 2017, 2017 IEEE International Conference on Big Data (Big Data).

Automated ovarian follicular monitoring: A novel real-time approach

Emery N. Brown, Rose T. Faghih, Aaron K. Styer, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Instantaneous assessment of autonomic cardiovascular control during general anesthesia

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Real-time segmentation and tracking of brain metabolic state in ICU EEG recordings of burst suppression

Emery N. Brown, ShiNung Ching, Sydney S. Cash, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

State-space analysis on time-varying correlations in parallel spike sequences

Emery N. Brown, Sonja Grün, Shun-ichi Amari, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma

Emery N. Brown, Patrick L. Purdon, M. Brandon Westover, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

The BRAIN Initiative: developing technology to catalyse neuroscience discovery

Emery N. Brown, Terrence J. Sejnowski, Eve Marder, 2015, Philosophical Transactions of the Royal Society B: Biological Sciences.

A Smoother State Space Multitaper Spectrogram

Emery N. Brown, Andrew H. Song, Sourish Chakravarty, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression

Emery N. Brown, Giorgio Bonmassar, Pavitra Krishnaswamy, 2015, NeuroImage.

Nonstationary noise estimation in functional MRI

Emery N. Brown, Victor Solo, Lawrence L. Wald, 2005, NeuroImage.

Model comparison for functional MRI

Emery N. Brown, Patrick L. Purdon, Robert M. Weisskoff, 1999, Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348).

Instantaneous frequency and amplitude modulation of EEG in the hippocampus reveals state dependent temporal structure

Matthew A. Wilson, Emery N. Brown, Riccardo Barbieri, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A signal processing approach to functional MRI for brain mapping

Emery N. Brown, Victor Solo, Robert M. Weisskoff, 1997, Proceedings of International Conference on Image Processing.

The effect of different spectro-temporal representations of an input auditory stimulus on the fitting of a point process model of auditory neurons

Emery N. Brown, Eric Plourde, 2012, 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA).

The Fitzhugh-Nagumo model: Firing modes with time-varying parameters & parameter estimation

Emery N. Brown, Munther A. Dahleh, Ketan Savla, 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology.

Characterizing the Dynamic Frequency Structure of Fast Oscillations in the Rodent Hippocampus

Matthew A. Wilson, Emery N. Brown, Riccardo Barbieri, 2009, Front. Integr. Neurosci..

A unified point process framework for assessing heartbeat dynamics and cardiovascular control

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2009, 2009 IEEE 35th Annual Northeast Bioengineering Conference.

Algorithms for the analysis of ensemble neural spiking activity using simultaneous-event multivariate point-process models

Emery N. Brown, Simona Temereanca, Demba E. Ba, 2014, Front. Comput. Neurosci..

Dynamic Analysis of Neural Encoding by Point Process Adaptive Filtering

Emery N. Brown, Victor Solo, Riccardo Barbieri, 2004, Neural Computation.

A hidden semi-Markov model for estimating burst suppression EEG

Emery N. Brown, Sourish Chakravarty, Taylor E. Baum, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Construction and analysis of non-Gaussian spatial models of neural spiking activity

Matthew A. Wilson, Emery N. Brown, Victor Solo, 2002, Neurocomputing.

A Synaptic Strategy for Consolidation of Convergent Visuotopic Maps

Emery N. Brown, Laura D. Lewis, Marnie A. Phillips, 2011, Neuron.

State-Space Algorithms for Estimating Spike Rate Functions

Emery N. Brown, Anne C. Smith, Sylvia Wirth, 2009, Comput. Intell. Neurosci..

An optimization formulation for characterization of pulsatile cortisol secretion

Emery N. Brown, Munther A. Dahleh, Rose T. Faghih, 2015, Front. Neurosci..

A fast iterative greedy algorithm for MEG source localization

Emery N. Brown, Behtash Babadi, Gabriel Obregon-Henao, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

State Space Modeling of Neural Spike Train and Behavioral Data

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2010 .

Correcting for serial dependence in studies of respiratory dynamics

Emery N. Brown, Jen J. Gong, Ken Solt, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Characterize Population Learning Analysis and Design of Behavioral Experiments to

Emery N. Brown, Bita Moghaddam, Mark R. Stefani, 2005 .

Discrete- and Continuous-Time Probabilistic Models and Algorithms for Inferring Neuronal UP and DOWN States

Matthew A. Wilson, Emery N. Brown, Riccardo Barbieri, 2009, Neural Computation.

Assessment of Autonomic Control and Respiratory Sinus Arrhythmia Using Point Process Models of Human Heart Beat Dynamics

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2009, IEEE Transactions on Biomedical Engineering.

Diagnostic methods for statistical models of place cell spiking activity

Matthew A. Wilson, Emery N. Brown, Riccardo Barbieri, 2001, Neurocomputing.

A statistical model for multiphoton calcium imaging of the brain

Emery N. Brown, Wasim Q. Malik, Mriganka Sur, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Application of dynamic point process models to cardiovascular control

Emery N. Brown, Riccardo Barbieri, E. Brown, 2008, Biosyst..

Statistical models of spike trains

Emery N. Brown, Satish Iyengar, Robert E. Kass, 2008 .

Toward an In Vivo Neuroimaging Template of Human Brainstem Nuclei of the Ascending Arousal, Autonomic, and Motor Systems

Emery N. Brown, Bruce R. Rosen, Lawrence L. Wald, 2015, Brain Connect..

A Concurrent Brain-Machine Interface for Enhanced Sequential Motor Function

Emery N. Brown, Ziv Williams, Gregory W. Wornell, 2014, Brain-Computer Interface Research.

Computational Neuroscience: A Comprehensive Approach

Emery N. Brown, Riccardo Barbieri, Uri T. Eden, 2022 .

fMRI signal modeling using Laguerre polynomials

Emery N. Brown, Victor Solo, Moshe Bar, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Dynamic Analyses of Information Encoding in Neural Ensembles

Matthew A. Wilson, Emery N. Brown, Victor Solo, 2004, Neural Computation.

Modeling neural spiking activity in the sub-thalamic nucleus of Parkinson’s patients and a healthy primate

Emery N. Brown, Ziv Williams, Sridevi V. Sarma, 2008, 2008 47th IEEE Conference on Decision and Control.

Generalized Linear Models for Point Process Analyses of Neural Spiking Activity

Emery N. Brown, Zhe Chen, E. Brown, 2014, Encyclopedia of Computational Neuroscience.

A spatiotemporal dynamic distributed solution to the MEG inverse problem

Emery N. Brown, Simona Temereanca, Camilo Lamus, 2011, NeuroImage.

Hemodynamic transfer function estimation with Laguerre polynomials and confidence intervals construction, from functional magnetic resonance imaging (fMRI) data

Emery N. Brown, Victor Solo, Moshe Bar, 2004, 2004 IEEE International Conference on Acoustics, Speech, and Signal Processing.

A state-space model of the burst suppression ratio

Emery N. Brown, Ken Solt, Jessica J. Chemali, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Brain correlates of autonomic modulation: Combining heart rate variability with fMRI

Emery N. Brown, Riccardo Barbieri, Nikos Makris, 2008, NeuroImage.

A spatially-regularized dynamic source localization algorithm for EEG

Emery N. Brown, Elvira Pirondini, Behtash Babadi, 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Real-Time Measurement and Closed Loop Control of Burst Suppression for Management of Medical Coma

Emery N. Brown, ShiNung Ching, Patrick L. Purdon, 2013 .

Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2012, NIPS.

Correction:Accurate, fast, data efficient and interpretable glaucoma diagnosis with automated spatial analysis of the whole cup to disc profile (PLoS ONE (2019) 14:1 (e0209409) DOI: 10.1371/journal.pone.0209409)

Emery N. Brown, Baidaa Al-Bander, Bryan M. Williams, 2019 .

Point-process analysis of neural spiking activity of muscle spindles recorded from thin-film longitudinal intrafascicular electrodes

Luca Citi, Emery N. Brown, Ken Yoshida, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A general statistical framework for assessing Granger causality

Emery N. Brown, Sanggyun Kim, E. Brown, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Signal Processing Algorithms to Decipher Brain Function

Emery N. Brown, 2007, 2007 IEEE International Symposium on Information Theory.

A parallel point-process filter for estimation of goal-directed movements from neural signals

Emery N. Brown, Ziv Williams, Gregory W. Wornell, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals

Emery N. Brown, Alan S. Willsky, Uri T. Eden, 2006, Neural Computation.

A feedback control model for cortisol secretion

Emery N. Brown, Munther A. Dahleh, Ketan Savla, 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Mixed observation filtering for neural data

Emery N. Brown, Uri T. Eden, 2008, 2008 IEEE International Conference on Acoustics, Speech and Signal Processing.

Hybrid Adaptive Parametric Frequency Analysis

Emery N. Brown, Kriton Konstantinidis, 2020 .

Estimation and Uncertainty

Emery N. Brown, Robert E. Kass, Uri T. Eden, 2014 .

Mapping of Visual Receptive Fields by Tomographic Reconstruction

Emery N. Brown, Gordon Pipa, Zhe Chen, 2012, Neural Computation.

Modeling the contribution of lamina 5 neuronal and network dynamics to low frequency EEG phenomena

Emery N. Brown, Munther A. Dahleh, Fadi N. Karameh, 2006, Biological Cybernetics.

Automated Assessment of Loss of Consciousness Using Whisker And Paw Movements During Anesthetic Dosing in Head-Fixed Rodents

Emery N. Brown, Francisco J. Flores, Jingzhi An, 2018, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Assessment of hippocampal and autonomic neural activity by point process models

Emery N. Brown, Riccardo Barbieri, Zhe Chen, 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Systematic Method for Preprocessing and Analyzing Electrodermal Activity

Emery N. Brown, Riccardo Barbieri, Sandya Subramanian, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Propagation of Uncertainty and the Bootstrap

Emery N. Brown, Robert E. Kass, Uri T. Eden, 2014 .

Measuring the signal-to-noise ratio of a neuron

Emery N. Brown, Sridevi V. Sarma, Simona Temereanca, 2015, Proceedings of the National Academy of Sciences.

Motion and Ballistocardiogram Artifact Removal for Interleaved Recording of EEG and EPs during MRI

Emery N. Brown, Victor Solo, Giorgio Bonmassar, 2002, NeuroImage.

Analysis of heartbeat dynamics by point process adaptive filtering

Emery N. Brown, Riccardo Barbieri, E. Brown, 2006, IEEE Transactions on Biomedical Engineering.

A Granger Causality Measure for Point Process Models of Ensemble Neural Spiking Activity

Emery N. Brown, Soumya Ghosh, Sanggyun Kim, 2011, PLoS Comput. Biol..

A Review of Multitaper Spectral Analysis

Emery N. Brown, Behtash Babadi, E. Brown, 2014, IEEE Transactions on Biomedical Engineering.

A Brain-Machine Interface for Control of Medically-Induced Coma

Emery N. Brown, Maryam Modir Shanechi, Ken Solt, 2013, PLoS Comput. Biol..

A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance

Emery N. Brown, Anne C. Smith, Uri T. Eden, 2008, Biological Cybernetics.

Neural population partitioning and a concurrent brain-machine interface for sequential motor function

Emery N. Brown, Gregory W. Wornell, Maryam M. Shanechi, 2012, Nature Neuroscience.

Spatial wavelets for temporally correlated FMRI

Emery N. Brown, Victor Solo, Christopher J. Long, 2003, Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429).

Constructing a control-ready model of EEG signal during general anesthesia in humans.

Emery N. Brown, Marcus A. Badgeley, Patrick L. Purdon, 2019 .

Response Bias in Behavioral Experiments Bayesian Analysis of Interleaved Learning and

Emery N. Brown, Sylvia Wirth, Wendy A. Suzuki, 2007 .

Discrete Time Rescaling Theorem: Determining Goodness of Fit for Discrete Time Statistical Models of Neural Spiking

Emery N. Brown, Robert Haslinger, Gordon Pipa, 2010, Neural Computation.

Sparse spectral estimation from point process observations

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2017, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

A state space approach to multimodal integration of simultaneously recorded EEG and fMRI

Emery N. Brown, Camilo Lamus, Matti S. Hämäläinen, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Reference-free harmonic regression technique to remove EEG-fMRI ballistocardiogram artifacts

Emery N. Brown, Giorgio Bonmassar, Pavitra Krishnaswamy, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

PARAMETER ESTIMATION AND DYNAMIC SOURCE LOCALIZATION FOR THE MAGNETOENCEPHALOGRAPHY (MEG) INVERSE PROBLEM

Emery N. Brown, Christopher J. Long, Camilo Lamus, 2007, 2007 4th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Hierarchical Bayesian modeling of inter-trial variability and variational Bayesian learning of common spatial patterns from multichannel EEG

Wei Wu, Emery N. Brown, Shangkai Gao, 2010, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing.

Measuring instantaneous frequency of local field potential oscillations using the Kalman smoother

Matthew A. Wilson, Emery N. Brown, Riccardo Barbieri, 2009, Journal of Neuroscience Methods.

Using point process models to determine the impact of visual cues on basal ganglia activity and behavior of Parkinson's patients

Emery N. Brown, Ziv Williams, Sridevi V. Sarma, 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

Modulation Depth Estimation and Variable Selection in State-Space Models for Neural Interfaces

Emery N. Brown, Wasim Q. Malik, Leigh R. Hochberg, 2015, IEEE Transactions on Biomedical Engineering.

Analysis of Distributed Neural Synchrony through State-Space Coherence Analysis

Emery N. Brown, Uri T. Eden, Ali Yousefi, 2020, bioRxiv.

A probabilistic framework for learning robust common spatial patterns

Emery N. Brown, Shangkai Gao, Wei Wu, 2009, 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

A Real-Time Automated Point-Process Method for the Detection and Correction of Erroneous and Ectopic Heartbeats

Luca Citi, Emery N. Brown, Riccardo Barbieri, 2012, IEEE Transactions on Biomedical Engineering.

Assessing the Effects of Pharmacological Agents on Respiratory Dynamics Using Time-Series Modeling

Emery N. Brown, Jen J. Gong, Ken Solt, 2013, IEEE Transactions on Biomedical Engineering.

A Signal-to-Noise Ratio Estimator for Generalized Linear Model Systems

Emery N. Brown, Uri T. Eden, Gabriela Czanner, 2008 .

Human Leg Model Predicts Ankle Muscle-Tendon Morphology, State, Roles and Energetics in Walking

Emery N. Brown, Hugh M. Herr, Pavitra Krishnaswamy, 2011, PLoS Comput. Biol..

Theoretical and practical implications of a new definition of the minimal detectable concentration for immunoassays

Emery N. Brown, 1996, Photonics West.

Entorhinal Place Cells: Trajectory Encoding

Matthew A. Wilson, Emery N. Brown, Loren M. Frank, 2002 .

Quantifying Pituitary-Adrenal Dynamics and Deconvolution of Concurrent Cortisol and Adrenocorticotropic Hormone Data by Compressed Sensing

Emery N. Brown, Munther A. Dahleh, Elizabeth B. Klerman, 2015, IEEE Transactions on Biomedical Engineering.

Robust Estimation of Sparse Narrowband Spectra from Neuronal Spiking Data

Emery N. Brown, Behtash Babadi, Patrick L. Purdon, 2017, IEEE Transactions on Biomedical Engineering.

PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components

Emery N. Brown, Andrew H. Song, Demba Ba, 2020, UAI.

Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity

Emery N. Brown, Sandya Subramanian, Riccardo Barbieri, 2021, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC).

Continuous action deep reinforcement learning for propofol dosing during general anesthesia

Emery N. Brown, Marcus A. Badgeley, Gabriel Schamberg, 2021, Artif. Intell. Medicine.

Adaptive State-Space Multitaper Spectral Estimation

Emery N. Brown, Andrew H. Song, Seong-Eun Kim, 2021, IEEE Signal Processing Letters.

A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity

Emery N. Brown, Patrick L. Purdon, Sandya Subramanian, 2021, IEEE Transactions on Biomedical Engineering.

A hidden Markov model reliably characterizes ketamine-induced spectral dynamics in macaque local field potentials and human electroencephalograms

Emery N. Brown, Earl K. Miller, Oluwaseun Akeju, 2021, PLoS Comput. Biol..

Theoretical Development of a Closed-Loop System for Blood Pressure Control

Emery N. Brown, Taylor E. Baum, 2021, 2021 American Control Conference (ACC).

Real-time segmentation of burst suppression patterns in critical care EEG monitoring

Emery N. Brown, ShiNung Ching, Patrick L. Purdon, 2013, Journal of Neuroscience Methods.

Linear and nonlinear quantification of respiratory sinus arrhythmia during propofol general anesthesia

Emery N. Brown, Patrick L. Purdon, Riccardo Barbieri, 2009, Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Functional Biases in Visual Cortex Neurons with Identified Projections to Higher Cortical Targets

Emery N. Brown, Beata Jarosiewicz, Mriganka Sur, 2012, Current Biology.

Dextroamphetamine (but Not Atomoxetine) Induces Reanimation from General Anesthesia: Implications for the Roles of Dopamine and Norepinephrine in Active Emergence

Emery N. Brown, Ken Solt, Norman E. Taylor, 2015, PloS one.

of Statistics and Its Application Computational Neuroscience : Mathematical and Statistical Perspectives

Emery N. Brown, Sonja Grün, Tomoki Fukai, 2018 .

A Bayesian statistical analysis of behavioral facilitation associated with deep brain stimulation

Emery N. Brown, Jonathan D. Victor, Nicholas D. Schiff, 2009, Journal of Neuroscience Methods.

Context Matters: The Illusive Simplicity of Macaque V1 Receptive Fields

Emery N. Brown, Robert Haslinger, Gordon Pipa, 2012, PloS one.

A Mixed-Filter Algorithm for Dynamically Tracking Learning from Multiple Behavioral and Neurophysiological Measures

Emery N. Brown, Todd P. Coleman, Marianna Yanike, 2011 .

Automatic Quantitative Evaluation of Emotions in E-learning Applications

Emery N. Brown, Luca T. Mainardi, Sergio Cerutti, 2006, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society.

Sequences of Random Variables

Emery N. Brown, Robert E. Kass, Uri T. Eden, 2014 .

Instantaneous monitoring of heart rate variability

Emery N. Brown, Riccardo Barbieri, Eric C. Matten, 2003, Proceedings of the 25th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE Cat. No.03CH37439).

Propofol and sevoflurane induce distinct burst suppression patterns in rats

Emery N. Brown, ShiNung Ching, M. Brandon Westover, 2014, Front. Syst. Neurosci..

Clinical Electroencephalography for Anesthesiologists

Emery N. Brown, Patrick L. Purdon, E. Brown, 2015 .

Distinct Regions of Right Temporo-Parietal Junction Are Selective for Theory of Mind and Exogenous Attention

Emery N. Brown, Rebecca Saxe, Christina Triantafyllou, 2009, PloS one.

Tracking brain states under general anesthesia by using global coherence analysis

Emery N. Brown, Patrick L. Purdon, Andres F. Salazar-Gomez, 2011, Proceedings of the National Academy of Sciences.

Local cortical dynamics of burst suppression in the anaesthetized brain

Emery N. Brown, Laura D. Lewis, Emad N. Eskandar, 2013, Brain : a journal of neurology.

Electroencephalogram signatures of ketamine anesthesia-induced unconsciousness

Emery N. Brown, Francisco J. Flores, Andrew H. Song, 2016, Clinical Neurophysiology.

In vivo functional connectome of human brainstem nuclei of the ascending arousal, autonomic, and motor systems by high spatial resolution 7-Tesla fMRI

Emery N. Brown, Bruce R. Rosen, Lawrence L. Wald, 2016, Magnetic Resonance Materials in Physics, Biology and Medicine.

Diffuse Optical Spectroscopy Measurement Of Cerebral Hemodynamics And Oxygen Metabolism During Anesthesia-Induced Burst Suppression In Rats

Emery N. Brown, David A. Boas, Maria Angela Franceschini, 2014 .

The human burst suppression electroencephalogram of deep hypothermia

Emery N. Brown, ShiNung Ching, Patrick L. Purdon, 2015, Clinical Neurophysiology.

Instantaneous monitoring of heart beat dynamics during anesthesia and sedation

Luca Citi, Emery N. Brown, Gaetano Valenza, 2014 .

Exact and stable recovery of sequences of signals with sparse increments via differential ℓ [subscript 1]-minimization

Emery N. Brown, Demba Ba, Behtash Babadi, 2012 .

Author Correction: Gamma frequency entrainment attenuates amyloid load and modifies microglia

Emery N. Brown, Li-Huei Tsai, Edward S. Boyden, 2018, Nature.

A Spatiotemporal Dynamic Solution to the MEG Inverse Problem: An Empirical Bayes Approach

Emery N. Brown, Simona Temereanca, Camilo Lamus, 2015, 1511.05056.

Faculty Opinions recommendation of Interacting adaptive processes with different timescales underlie short-term motor learning.

Emery N. Brown, E. Brown, 2006 .

General anesthesia , sleep , and coma Citation

Emery N. Brown, Nicholas D. Schiff, Ralph Lydic, 2022 .

Comparative RNA Editing in Autistic and Neurotypical Cerebella

Emery N. Brown, Isaac S. Kohane, Alal Eran, 2012, Molecular Psychiatry.

A regularized point process generalized linear model for assessing the functional connectivity in the cat motor cortex

Emery N. Brown, Riccardo Barbieri, Demba E. Ba, 2009, Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

Sevoflurane Induces Coherent Slow-Delta Oscillations in Rats

Emery N. Brown, JunZhu Pei, Ken Solt, 2017, Front. Neural Circuits.

Methylphenidate Actively Induces Emergence from General Anesthesia

Emery N. Brown, Ken Solt, Jessica J. Chemali, 2011, Anesthesiology.

The effects of cues on neurons in the basal ganglia in Parkinson's disease

Emery N. Brown, Sridevi V. Sarma, Ming L. Cheng, 2012, Front. Integr. Neurosci..

Information and Statistical Structure in Spike Trains

Emery N. Brown, Jonathan D. Victor, E. Brown, 2003 .

On the uncertainty in single molecule fluorescent lifetime and energy emission measurements

Emery N. Brown, Zhenhua Zhang, Alex D. Mccollom, 1995 .

Optogenetic activation of dopamine neurons in the ventral tegmental area induces reanimation from general anesthesia

Emery N. Brown, Edward S. Boyden, JunZhu Pei, 2016, Proceedings of the National Academy of Sciences.

Deconvolution of Serum Cortisol Levels by Using Compressed Sensing

Emery N. Brown, Munther A. Dahleh, Elizabeth B. Klerman, 2014, PloS one.

Electroencephalogram signatures of loss and recovery of consciousness from propofol

Emery N. Brown, ShiNung Ching, Patrick L. Purdon, 2013, Proceedings of the National Academy of Sciences.

Dynamic Assessment of Baroreflex Control of Heart Rate During Induction of Propofol Anesthesia Using a Point Process Method

Emery N. Brown, Patrick L. Purdon, Riccardo Barbieri, 2010, Annals of Biomedical Engineering.