Emery N. Brown
Orcid: 0000-0003-2668-7819Affiliations:
- Massachusetts Institute of Technology, USA
- Harvard University, USA
According to our database1,
Emery N. Brown
authored at least 144 papers
between 1997 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2008, "For contributions to state-space algorithms for point processes and applications to neuroscience data".
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
-
on id.loc.gov
On csauthors.net:
Bibliography
2024
Propofol-mediated Unconsciousness Disrupts Progression of Sensory Signals through the Cortical Hierarchy.
J. Cogn. Neurosci., February, 2024
2023
Proceedings of the American Control Conference, 2023
2022
IEEE Signal Process. Lett., 2022
Continuous action deep reinforcement learning for propofol dosing during general anesthesia.
Artif. Intell. Medicine, 2022
Tonic Electrodermal Activity is a Robust Marker of Psychological and Physiological Changes during Induction of Anesthesia.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
A Model-Based Framework for Assessing the Physiologic Structure of Electrodermal Activity.
IEEE Trans. Biomed. Eng., 2021
Elementary integrate-and-fire process underlies pulse amplitudes in Electrodermal activity.
PLoS Comput. Biol., 2021
A hidden Markov model reliably characterizes ketamine-induced spectral dynamics in macaque local field potentials and human electroencephalograms.
PLoS Comput. Biol., 2021
Robust point-process Granger causality analysis in presence of exogenous temporal modulations and trial-by-trial variability in spike trains.
PLoS Comput. Biol., 2021
PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Unsupervised Machine Learning Methods for Artifact Removal in Electrodermal Activity.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 2021 American Control Conference, 2021
2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020
Detecting Loss and Regain of Consciousness during Propofol Anesthesia using Multimodal Indices of Autonomic State.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the Computing in Cardiology, 2020
Controlling Level of Unconsciousness by Titrating Propofol with Deep Reinforcement Learning.
Proceedings of the Artificial Intelligence in Medicine, 2020
Inferring neural dynamics during burst suppression using a neurophysiology-inspired switching state-space model.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020
2019
State-Space Global Coherence to Estimate the Spatio-Temporal Dynamics of the Coordinated Brain Activity.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Smoother Adaptive Parametric Spectrograms: An Application to EEG Under General Anesthesia.
Proceedings of the 19th IEEE International Conference on Bioinformatics and Bioengineering, 2019
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019
2018
A probabilistic template of human mesopontine tegmental nuclei from <i>in vivo</i> 7 T MRI.
NeuroImage, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Automated Assessment of Loss of Consciousness Using Whisker And Paw Movements During Anesthetic Dosing in Head-Fixed Rodents.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE Trans. Biomed. Eng., 2017
PLoS Comput. Biol., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
An open-source tool for the transcription of paper-spreadsheet data: Code and supplemental materials available online: Https: //github.com/deskool/images to spreadsheets.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Reference-free removal of EEG-fMRI ballistocardiogram artifacts with harmonic regression.
NeuroImage, 2016
2015
Modulation Depth Estimation and Variable Selection in State-Space Models for Neural Interfaces.
IEEE Trans. Biomed. Eng., 2015
Quantifying Pituitary-Adrenal Dynamics and Deconvolution of Concurrent Cortisol and Adrenocorticotropic Hormone Data by Compressed Sensing.
IEEE Trans. Biomed. Eng., 2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Toward an <i>In Vivo</i> Neuroimaging Template of Human Brainstem Nuclei of the Ascending Arousal, Autonomic, and Motor Systems.
Brain Connect., 2015
An enhanced cerebral recovery index for coma prognostication following cardiac arrest.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Characterization of fear conditioning and fear extinction by analysis of electrodermal activity.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Estimating a dynamic state to relate neural spiking activity to behavioral signals during cognitive tasks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Spatial variation in automated burst suppression detection in pharmacologically induced coma.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Proceedings of the Brain-Computer Interface Research - A State-of-the-Art Summary 3, 2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
Proceedings of the Encyclopedia of Computational Neuroscience, 2014
IEEE Trans. Signal Process., 2014
A Subspace Pursuit-based Iterative Greedy Hierarchical solution to the neuromagnetic inverse problem.
NeuroImage, 2014
Algorithms for the analysis of ensemble neural spiking activity using simultaneous-event multivariate point-process models.
Frontiers Comput. Neurosci., 2014
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014
2013
Assessing the Effects of Pharmacological Agents on Respiratory Dynamics Using Time-Series Modeling.
IEEE Trans. Biomed. Eng., 2013
PLoS Comput. Biol., 2013
Neural Comput., 2013
Real-time segmentation and tracking of brain metabolic state in ICU EEG recordings of burst suppression.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Reference-free harmonic regression technique to remove EEG-fMRI ballistocardiogram artifacts.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Broad Range of Neural Dynamics From a Time-Varying FitzHugh-Nagumo Model and its Spiking Threshold Estimation.
IEEE Trans. Biomed. Eng., 2012
A Real-Time Automated Point-Process Method for the Detection and Correction of Erroneous and Ectopic Heartbeats.
IEEE Trans. Biomed. Eng., 2012
State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data.
PLoS Comput. Biol., 2012
NeuroImage, 2012
Neural Comput., 2012
Point process time-frequency analysis of dynamic respiratory patterns during meditation practice.
Medical Biol. Eng. Comput., 2012
Uncovering spatial topology represented by rat hippocampal population neuronal codes.
J. Comput. Neurosci., 2012
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential _1-Minimization.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
The effect of different spectro-temporal representations of an input auditory stimulus on the fitting of a point process model of auditory neurons.
Proceedings of the 11th International Conference on Information Science, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Monitoring heartbeat nonlinear dynamics during general anesthesia by using the instantaneous dominant Lyapunov exponent.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
A Point Process Model for Auditory Neurons Considering Both Their Intrinsic Dynamics and the Spectrotemporal Properties of an Extrinsic Signal.
IEEE Trans. Biomed. Eng., 2011
Human Leg Model Predicts Ankle Muscle-Tendon Morphology, State, Roles and Energetics in Walking.
PLoS Comput. Biol., 2011
A Granger Causality Measure for Point Process Models of Ensemble Neural Spiking Activity.
PLoS Comput. Biol., 2011
A hierarchical Bayesian approach for learning sparse spatio-temporal decompositions of multichannel EEG.
NeuroImage, 2011
Corrigendum to a hierarchical bayesian approach for learning sparse spatio-temporal decomposition of multichannel EEG [NeuroImage 56/4 (2011) 1929-1945].
NeuroImage, 2011
Modeling two-photon calcium fluorescence of episodic V1 recordings using multifrequency analysis.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Bayesian analysis of trinomial data in behavioral experiments and its application to human studies of general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Robust time-varying multivariate coherence estimation: Application to electroencephalogram recordings during general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Point-process analysis of neural spiking activity of muscle spindles recorded from thin-film longitudinal intrafascicular electrodes.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Instantaneous assessment of autonomic cardiovascular control during general anesthesia.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Using Point Process Models to Compare Neural Spiking Activity in the Subthalamic Nucleus of Parkinson's Patients and a Healthy Primate.
IEEE Trans. Biomed. Eng., 2010
IEEE Trans. Biomed. Eng., 2010
Discrete Time Rescaling Theorem: Determining Goodness of Fit for Discrete Time Statistical Models of Neural Spiking.
Neural Comput., 2010
Comput. Intell. Neurosci., 2010
Hierarchical Bayesian modeling of inter-trial variability and variational Bayesian learning of common spatial patterns from multichannel EEG.
Proceedings of the IEEE International Conference on Acoustics, 2010
A parallel point-process filter for estimation of goal-directed movements from neural signals.
Proceedings of the IEEE International Conference on Acoustics, 2010
A state space approach to multimodal integration of simultaneously recorded EEG and fMRI.
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Variational Bayesian inference for point process generalized linear models in neural spike trains analysis.
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
Assessment of Autonomic Control and Respiratory Sinus Arrhythmia Using Point Process Models of Human Heart Beat Dynamics.
IEEE Trans. Biomed. Eng., 2009
Discrete- and Continuous-Time Probabilistic Models and Algorithms for Inferring Neuronal UP and DOWN States.
Neural Comput., 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Assessment of baroreflex control of heart rate during general anesthesia using a point process method.
Proceedings of the IEEE International Conference on Acoustics, 2009
Using point process models to determine the impact of visual cues on basal ganglia activity and behavior of Parkinson's patients.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009
2008
Brain correlates of autonomic modulation: Combining heart rate variability with fMRI.
NeuroImage, 2008
Quantification of the benefit from integrating MEG and EEG data in minimum ℓ<sub>2</sub>-norm estimation.
NeuroImage, 2008
Biosyst., 2008
A mixed filter algorithm for cognitive state estimation from simultaneously recorded continuous and binary measures of performance.
Biol. Cybern., 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
A study of probabilistic models for characterizing human heart beat dynamics in autonomic blockade control.
Proceedings of the IEEE International Conference on Acoustics, 2008
Modeling neural spiking activity in the sub-thalamic nucleus of Parkinson's patients and a healthy primate.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2007
A State-Space Framework for Movement Control to Dynamic Goals Through Brain-Driven Interfaces.
IEEE Trans. Biomed. Eng., 2007
Construction of Point Process Adaptive Filter Algorithms for Neural Systems Using Sequential Monte Carlo Methods.
IEEE Trans. Biomed. Eng., 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Parameter Estimation and Dynamic Source Localization for the Magnetoencephalography (MEG) Inverse Problem.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 46th IEEE Conference on Decision and Control, 2007
2006
IEEE Trans. Biomed. Eng., 2006
A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals.
Neural Comput., 2006
Modeling the contribution of lamina 5 neuronal and network dynamics to low frequency EEG phenomena.
Biol. Cybern., 2006
A dynamic solution to the ill-conditioned magnetoencephalography (MEG) source localization problem.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Large Scale Kalman Filtering Solutions to the Electrophysiological Source Localization Problem- A MEG Case Study.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
Analyzing Functional Connectivity Using a Network Likelihood Model of Ensemble Neural Spiking Activity.
Neural Comput., 2005
2004
Neural Comput., 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Hemodynamic transfer function estimation with Laguerre polynomials and confidence intervals construction, from functional magnetic resonance imaging (fMRI) data.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
Measuring Period of Human Biological Clock: Infill Asymptotic Analysis of Harmonic Regression Parameter Estimates.
Proceedings of the Numerical Computer Methods, Part D, 2004
2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Motion and Ballistocardiogram Artifact Removal for Interleaved Recording of EEG and EPs during MRI.
NeuroImage, 2002
Neural Comput., 2002
Neurocomputing, 2002
2001
NeuroImage, 2001
Neurocomputing, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Neurocomputing, 2000
1999
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998
1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997