Uri T. Eden

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 17

Top Topics

Gaussian Mixture

Machine Learning Approaches

Cognitive States

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Mohammad R. Rezaei, Alex E. Hadjinicolaou, Sydney S. Cash, Uri T. Eden, Ali Yousefi
Direct Discriminative Decoder Models for Analysis of High-Dimensional Dynamical Neural Data. Neural Comput. 34 (5) (2022)
Mehrad Sarmashghi, Shantanu P. Jadhav, Uri T. Eden
Integrating Statistical and Machine Learning Approaches to Identify Receptive Field Structure in Neural Populations. CoRR (2022)
Wan-Chi Hsin, Uri T. Eden, Emily Patricia Stephen
Switching Functional Network Models of Oscillatory Brain Dynamics. IEEECONF (2022)
Mehrad Sarmashghi, Shantanu P. Jadhav, Uri T. Eden
Integrating Statistical and Machine Learning Approaches for Neural Classification. IEEE Access 10 (2022)
Hyeon Jin Kim, Shuqiang Chen, Uri T. Eden, Michael J. Prerau
A Quantitative Representation of Continuous Brain State During Sleep. NER (2021)
Sahand Farhoodi, Mark Plitt, Lisa M. Giocomo, Uri T. Eden
Estimating Fluctuations in Neural Representations of Uncertain Environments. NeurIPS (2020)
Ali Yousefi, Yalda Amidi, Behzad Nazari, Uri T. Eden
Assessing Goodness-of-Fit in Marked Point Process Models of Neural Population Coding via Time and Rate Rescaling. Neural Comput. 32 (11) (2020)
Eric L. Denovellis, Loren M. Frank, Uri T. Eden
Characterizing hippocampal replay using hybrid point process state space models. ACSSC (2019)
Ali Yousefi, Anna K. Gillespie, Jennifer A. Guidera, Mattias P. Karlsson, Loren M. Frank, Uri T. Eden
Efficient Decoding of Multi-Dimensional Signals From Population Spiking Activity Using a Gaussian Mixture Particle Filter. IEEE Trans. Biomed. Eng. 66 (12) (2019)
Yalda Amidi, Angelique C. Paulk, Darin D. Dougherty, Sydney S. Cash, Alik S. Widge, Uri T. Eden, Ali Yousefi
Continuous Prediction of Cognitive State Using A Marked-Point Process Modeling Framework. EMBC (2019)
Ali Yousefi, Reza Saadati Fard, Uri T. Eden, Emery N. Brown
State-Space Global Coherence to Estimate the Spatio-Temporal Dynamics of the Coordinated Brain Activity. EMBC (2019)
Ali Yousefi, Ishita Basu, Angelique C. Paulk, Noam Peled, Emad N. Eskandar, Darin D. Dougherty, Sydney S. Cash, Alik S. Widge, Uri T. Eden
Decoding Hidden Cognitive States From Behavior and Physiology Using a Bayesian Approach. Neural Comput. 31 (9) (2019)
Mohammad R. Rezaei, Anna K. Gillespie, Jennifer A. Guidera, Behzad Nazari, Saeid Sadri, Loren M. Frank, Uri T. Eden, Ali Yousefi
A Comparison Study of Point-Process Filter and Deep Learning Performance in Estimating Rat Position Using an Ensemble of Place Cells. EMBC (2018)
Yalda Amidi, Behzad Nazari, Saeed Sadri, Uri T. Eden, Ali Yousefi
. EMBC (2018)
Jacob Østergaard, Mark A. Kramer, Uri T. Eden
Capturing Spike Variability in Noisy Izhikevich Neurons Using Point Process Generalized Linear Models. Neural Comput. 30 (1) (2018)
Long Tao, Karoline E. Weber, Kensuke Arai, Uri T. Eden
A common goodness-of-fit framework for neural population models using marked point process time-rescaling. J. Comput. Neurosci. 45 (2) (2018)
Ali Yousefi, Reza Kakooee, Mohammad T. H. Beheshti, Darin D. Dougherty, Emad N. Eskandar, Alik S. Widge, Uri T. Eden
Predicting learning dynamics in Multiple-Choice Decision-Making Tasks using a variational Bayes technique. EMBC (2017)
Xinyi Deng, Daniel F. Liu, Kenneth Kay, Loren M. Frank, Uri T. Eden
Clusterless Decoding of Position from Multiunit Activity Using a Marked Point Process Filter. Neural Comput. 27 (7) (2015)
Ali Yousefi, Angelique C. Paulk, Thilo Deckersbach, Darin D. Dougherty, Emad N. Eskandar, Alik S. Widge, Uri T. Eden
Cognitive state prediction using an EM algorithm applied to Gamma distributed data. EMBC (2015)
Mikio Aoi, Kyle Q. Lepage, Yoonseob Lim, Uri T. Eden, Timothy J. Gardner
An Approach to Time-Frequency Analysis With Ridges of the Continuous Chirplet Transform. IEEE Trans. Signal Process. 63 (3) (2015)
Xinyi Deng, Rose T. Faghih, Riccardo Barbieri, Angelique C. Paulk, Wael F. Asaad, Emery N. Brown, Darin D. Dougherty, Alik S. Widge, Emad N. Eskandar, Uri T. Eden
Estimating a dynamic state to relate neural spiking activity to behavioral signals during cognitive tasks. EMBC (2015)
Tim A. Wagner, Uri T. Eden, Jarrett Rushmore, Christopher J. Russo, Laura Dipietro, Felipe Fregni, Stephen Simon, Stephen Rotman, Naomi B. Pitskel, Ciro Ramos-Estebanez, Alvaro Pascual-Leone, Alan J. Grodzinsky, Markus Zahn, Antoni Valero-Cabré
Impact of brain tissue filtering on neurostimulation fields: A modeling study. NeuroImage 85 (2014)
Emily Patricia Stephen, Kyle Q. Lepage, Uri T. Eden, Peter Brunner, Gerwin Schalk, Jonathan S. Brumberg, Frank H. Guenther, Mark A. Kramer
Assessing dynamics, spatial scale, and uncertainty in task-related brain network analyses. Frontiers Comput. Neurosci. 8 (2014)
Sridevi V. Sarma, Sabato Santaniello, Uri T. Eden
Modeling, estimation and control of neurons and neuronal networks. MED (2014)
Michael J. Prerau, Patrick L. Purdon, Uri T. Eden
Tracking non-stationary spectral peak structure in EEG data. EMBC (2013)
Kyle Q. Lepage, Mark A. Kramer, Uri T. Eden
Some Sampling Properties of Common Phase Estimators. Neural Comput. 25 (4) (2013)
Eugene Zaydens, J. Andrew Taylor, Michael A. Cohen, Uri T. Eden
Characterization and Modeling of Muscle Sympathetic Nerve Spiking. IEEE Trans. Biomed. Eng. 60 (10) (2013)
Felipe Gerhard, Tilman Kispersky, Gabrielle J. Gutierrez, Eve Marder, Mark A. Kramer, Uri T. Eden
Successful Reconstruction of a Physiological Circuit with Known Connectivity from Spiking Activity Alone. PLoS Comput. Biol. 9 (7) (2013)
Uri T. Eden, Ramin Amirnovin, Emad N. Eskandar
Using point process models to describe rhythmic spiking in the subthalamic nucleus of Parkinson's patients. EMBC (2011)
Michael J. Prerau, Uri T. Eden
A General Likelihood Framework for Characterizing the Time Course of Neural Activity. Neural Comput. 23 (10) (2011)
Kyle Q. Lepage, Mark A. Kramer, Uri T. Eden
The Dependence of Spike Field Coherence on Expected Intensity. Neural Comput. 23 (9) (2011)
Sridevi V. Sarma, Uri T. Eden, Ming L. Cheng, Ziv Williams, Rollin Hu, Emad N. Eskandar, Emery N. Brown
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. 57 (6) (2010)
Yifei Huang, Mark P. Brandon, Amy L. Griffin, Michael E. Hasselmo, Uri T. Eden
Decoding Movement Trajectories Through a T-Maze Using Point Process Filters Applied to Place Field Data from Rat Hippocampal Region CA1. Neural Comput. 21 (12) (2009)
Sridevi V. Sarma, Uri T. Eden, Ming L. Cheng, Ziv Williams, Emad N. Eskandar, Emery N. Brown
Using point process models to determine the impact of visual cues on basal ganglia activity and behavior of Parkinson's patients. CDC (2009)
Uri T. Eden, Emery N. Brown
Mixed observation filtering for neural data. ICASSP (2008)
Sridevi V. Sarma, Ming L. Cheng, Uri T. Eden, Rollin Hu, Ziv Williams, Emery N. Brown, Emad N. Eskandar
Modeling neural spiking activity in the sub-thalamic nucleus of Parkinson's patients and a healthy primate. CDC (2008)
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)
Uri T. Eden
Point process adaptive filters for neural data analysis: Theory and applications. CDC (2007)
Ayla Ergün, Riccardo Barbieri, Uri T. Eden, Matthew A. Wilson, Emery N. Brown
Construction of Point Process Adaptive Filter Algorithms for Neural Systems Using Sequential Monte Carlo Methods. IEEE Trans. Biomed. Eng. 54 (3) (2007)
Gabriela Czanner, Anna A. Dreyer, Uri T. Eden, Sylvia Wirth, Hubert H. Lim, Wendy A. Suzuki, Emery N. Brown
Dynamic models of neural spiking activity. CDC (2007)
Lakshminarayan Srinivasan, Uri T. Eden, Alan S. Willsky, Emery N. Brown
A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals. Neural Comput. 18 (10) (2006)
Tim A. Wagner, Felipe Fregni, Uri T. Eden, Ciro Ramos-Estebanez, Alan J. Grodzinsky, Markus Zahn, Alvaro Pascual-Leone
Transcranial magnetic stimulation and stroke: A computer-based human model study. NeuroImage 30 (3) (2006)
Uri T. Eden, Loren M. Frank, Riccardo Barbieri, Victor Solo, Emery N. Brown
Dynamic Analysis of Neural Encoding by Point Process Adaptive Filtering. Neural Comput. 16 (5) (2004)