Sridevi V. Sarma

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 55

Top Venues

EMBC

J. Comput. Neurosci.

Neural Comput.

CISS

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Adam Li, Ronan Perry, Chester Huynh, Tyler M. Tomita, Ronak Mehta, Jesús Arroyo, Jesse Patsolic, Benjamin Falk, Sridevi V. Sarma, Joshua T. Vogelstein
Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks. SIAM J. Math. Data Sci. 5 (1) (2023)
Daniel B. Dorman, Aaron L. Sampson, Pierre Sacré, Veit Stuphorn, Ernst Niebur, Sridevi V. Sarma
Decomposing Executive Function into Distinct Processes Underlying Human Decision Making. EMBC (2022)
Sophia R. Zhai, Daniel Ehrens, Adam Li, Fadi Assaf, Yitzhak Schiller, Sridevi V. Sarma, Rachel J. Smith
Temporal and morphological characteristics of high-frequency oscillations in an acute in vivo model of epilepsy. EMBC (2022)
Christine Beauchene, Claire A. Zurn, Wanru Duan, Yun Guan, Sridevi V. Sarma
The future of therapeutic peripheral nerve stimulation for chronic pain. Annu. Rev. Control. 54 (2022)
Patrick Greene, Marc H. Schieber, Sridevi V. Sarma
A computational perspective on coordinate systems for motor control. EMBC (2022)
Akshaya V. Annapragada, Joseph L. Greenstein, Sanjukta N. Bose, Bradford D. Winters, Sridevi V. Sarma, Raimond L. Winslow
SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO2 waveform prediction. PLoS Comput. Biol. 17 (12) (2021)
Simon Wing, Kristin M. Gunnarsdottir, Jorge Gonzalez-Martinez, Sridevi V. Sarma
Transfer Entropy between Intracranial EEG Nodes Highlights Network Dynamics that Cause and Stop Epileptic Seizures. EMBC (2021)
Claire A. Zurn, Christine Beauchene, Wanru Duan, Yun Guan, Sridevi V. Sarma
Predicting Wide-Dynamic Range Neuron Activity from Peripheral Nerve Stimulation using Linear Parameter Varying Models. EMBC (2021)
Christine Beauchene, Claire Zurn, Wanru Duan, Yun Guan, Sridevi V. Sarma
Towards Robust Control of PNS for Chronic Pain: Modeling Spinal Cord Wide-Dynamic Range Neurons with Structured Uncertainty. EMBC (2021)
Christopher Taylor, Macauley Smith Breault, Patrick Greene, Jorge Gonzalez-Martinez, Sridevi V. Sarma
Alpha Power in the Cingulate Cortex reflects Accumulated Winnings During Gambling in Humans. EMBC (2021)
Kristin M. Gunnarsdottir, Jorge Gonzalez-Martinez, Simon Wing, Sridevi V. Sarma
Sources and Sinks in Interictal iEEG Networks: An iEEG Marker of the Epileptogenic Zone. EMBC (2021)
Patrick Greene, Marc H. Schieber, Sridevi V. Sarma
Neural Encoding of Reaches in a Linear Cortical Model. EMBC (2021)
Sejal Gunaratnam, Dinakar Talluri, Patrick Greene, Pierre Sacré, Jorge Gonzalez-Martinez, Sridevi V. Sarma
High Frequency Activity in the Orbital Frontal Cortex Modulates with Mismatched Expectations During Gambling in Humans. EMBC (2020)
Hilda Azimi, Kristin M. Gunnarsdottir, Sridevi V. Sarma, Alyssa A. Gamaldo, Rachel M. E. Salas, Charlene Gamaldo
Identifying Sleep Biomarkers to Evaluate Cognition in HIV. EMBC (2020)
Shreya Saxena, Sridevi V. Sarma, Munther A. Dahleh
Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements. Neural Comput. 32 (5) (2020)
Rachel J. Smith, Golnoosh Kamali, Mark Hays, Christopher G. Coogan, Nathan E. Crone, Sridevi V. Sarma, Joon Y. Kang
State-space models of evoked potentials to localize the seizure onset zone. EMBC (2020)
Daniel Ehrens, Adam Li, Fadi Aeed, Yitzhak Schiller, Sridevi V. Sarma
Network Fragility for Seizure Genesis in an Acute in vivo Model of Epilepsy. EMBC (2020)
Golnoosh Kamali, Rachel J. Smith, Mark Hays, Christopher G. Coogan, Nathan E. Crone, Sridevi V. Sarma, Joon Y. Kang
Localizing the seizure onset zone from single pulse electrical stimulation responses using transfer function models. EMBC (2020)
Christopher Taylor, Patrick Greene, Raina D'Aleo, Macauley Smith Breault, Cynthia R. Steinhardt, Jorge Gonzalez-Martinez, Sridevi V. Sarma
Correlates of Attention in the Cingulate Cortex During Gambling in Humans. EMBC (2020)
Macauley Smith Breault, Jorge A. Gonzalez-Martinez, John T. Gale, Sridevi V. Sarma
Neural Correlates of Internal States that Capture Movement Variability. EMBC (2019)
Macauley S. Breault, Pierre Sacré, Jorge Gonzalez-Martinez, John T. Gale, Sridevi V. Sarma
An exploratory data analysis method for identifying brain regions and frequencies of interest from large-scale neural recordings. J. Comput. Neurosci. 46 (1) (2019)
Macauley Smith Breault, Jorge A. González-Martínez, John T. Gale, Sridevi V. Sarma
Neural Activity from Attention Networks Predicts Movement Errors. EMBC (2019)
Christine Beauchene, Pierre Sacré, Fei Yang, Yun Guan, Sridevi V. Sarma
Modeling Responses to Peripheral Nerve Stimulation in the Dorsal Horn. EMBC (2019)
Amandine Grappe, Sridevi V. Sarma, Pierre Sacré, Jorge Gonzalez-Martinez, Catherine Liégeois-Chauvel, Francois-Xavier Alario
An intracerebral exploration of functional connectivity during word production. J. Comput. Neurosci. 46 (1) (2019)
Adam Li, Zachary Fitzgerald, Jennifer Hopp, Emily Johnson, Nathan E. Crone, Juan Bulacio, Jorge A. Martinez-Gonzalez, Sara K. Inati, Kareem A. Zaghloul, Sridevi V. Sarma
Virtual Cortical Stimulation Mapping of Epilepsy Networks to Localize the Epileptogenic Zone. EMBC (2019)
Kristin M. Gunnarsdottir, Juan Bulacio, Jorge Gonzalez-Martinez, Sridevi V. Sarma
Estimating Intracranial EEG Signals at Missing Electrodes in Epileptic Networks. EMBC (2019)
Cynthia R. Steinhardt, Pierre Sacré, Sara K. Inati, Sridevi V. Sarma, Kareem A. Zaghloul
Investigation of Architectures for Models of Neural Responses to Electrical Brain Stimulation. EMBC (2019)
Anil Palepu, Adam Li, Zachary Fitzgerald, Katherine Hu, Julia Costacurta, Juan Bulacio, Jorge Martinez-Gonzalez, Sridevi V. Sarma
Evaluating Invasive EEG Implantations with Structural Imaging Data and Functional Scalp EEG Recordings from Epilepsy Patients. EMBC (2019)
Raina D'Aleo, Adam G. Rouse, Marc H. Schieber, Sridevi V. Sarma
Quantifying Interactions between Neural Populations during Behavior using Dynamical Systems Models. EMBC (2019)
Ran Liu, Joseph L. Greenstein, Sridevi V. Sarma, Raimond L. Winslow
Natural Language Processing of Clinical Notes for Improved Early Prediction of Septic Shock in the ICU. EMBC (2019)
Sridevi V. Sarma
Emerging techniques in statistical analysis of neural data. J. Comput. Neurosci. 46 (1) (2019)
Anil Palepu, Christine Sharmini Premanathan, Feraz Azhar, Martina Vendrame, Tobias Loddenkemper, Claus Reinsberger, Gabriel Kreiman, Kimberly A. Parkerson, Sridevi V. Sarma, William S. Anderson
Automating Interictal Spike Detection: Revisiting A Simple Threshold Rule. EMBC (2018)
Daniel Ehrens, Fadi Assaf, Noah J. Cowan, Sridevi V. Sarma, Yitzhak Schiller
Ultra Broad Band Neural Activity Portends Seizure Onset in a Rat Model of Epilepsy. EMBC (2018)
Vijay Sadashivaiah, Pierre Sacré, Yun Guan, William S. Anderson, Sridevi V. Sarma
Studying the interactions in a mammalian nerve fiber: a functional modeling approach. EMBC (2018)
Vijay Sadashivaiah, Pierre Sacré, Yun Guan, William S. Anderson, Sridevi V. Sarma
Modeling the interactions between stimulation and physiologically induced APs in a mammalian nerve fiber: dependence on frequency and fiber diameter. J. Comput. Neurosci. 45 (3) (2018)
Julia Costacurta, Luke Osborn, Nitish V. Thakor, Sridevi V. Sarma
Designing Feedback Controllers for Human-Prosthetic Systems Using H∞ Model Matching. EMBC (2018)
Shreya Saxena, Raina D'Aleo, Marc H. Schieber, Munther A. Dahleh, Sridevi V. Sarma
Reconstructing Neural Activity and Kinematics Using a Systems-Level Model of Sensorimotor Control. EMBC (2018)
Kristin M. Gunnarsdottir, Charlene Gamaldo, Rachel M. E. Salas, Joshua B. Ewen, Richard Allen, Sridevi V. Sarma
A Novel Sleep Stage Scoring System: Combining Expert-Based Rules with a Decision Tree Classifier. EMBC (2018)
Kristin M. Gunnarsdottir, Adam Li, Juan Bulacio, Jorge Gonzalez-Martinez, Sridevi V. Sarma
Estimating unmeasured invasive EEG signals using a reduced-order observer. EMBC (2017)
Vijay Sadashivaiah, Pierre Sacré, Yun Guan, William S. Anderson, Sridevi V. Sarma
Modeling electrical stimulation of mammalian nerve fibers: A mechanistic versus probabilistic approach. EMBC (2017)
Raina D'Aleo, Adam G. Rouse, Marc H. Schieber, Sridevi V. Sarma
An input-output linear time invariant model captures neuronal firing responses to external and behavioral events. EMBC (2017)
Adam Li, Kristin M. Gunnarsdottir, Sara K. Inati, Kareem A. Zaghloul, John T. Gale, Juan Bulacio, Jorge Gonzalez-Martinez, Sridevi V. Sarma
Linear time-varying model characterizes invasive EEG signals generated from complex epileptic networks. EMBC (2017)
Rahul Agarwal, Zhe Chen, Sridevi V. Sarma
A Novel Nonparametric Maximum Likelihood Estimator for Probability Density Functions. IEEE Trans. Pattern Anal. Mach. Intell. 39 (7) (2017)
Macauley S. Breault, Pierre Sacré, Jacob J. Johnson, Matthew S. D. Kerr, Matthew D. Johnson, Juan Bulacio, Jorge Gonzalez-Martinez, Sridevi V. Sarma, John T. Gale
Nonmotor regions encode path-related information during movements. EMBC (2017)
Jacob J. Johnson, Macauley S. Breault, Pierre Sacré, Matthew S. D. Kerr, Mathew Johnson, Juan Bulacio, Jorge Gonzalez-Martinez, Sridevi V. Sarma, John T. Gale
The role of nonmotor brain regions during human motor control. EMBC (2017)
Adam Li, Sara K. Inati, Kareem A. Zaghloul, Sridevi V. Sarma
Fragility in epileptic networks: The epileptogenic zone. ACC (2017)
Samuel Sklar, Matthew Walmer, Pierre Sacré, Catherine A. Schevon, Shraddha Srinivasan, Garrett P. Banks, Mark J. Yates, Guy M. McKhann II, Sameer A. Sheth, Sridevi V. Sarma, Elliot H. Smith
Neuronal activity in human anterior cingulate cortex modulates with internal cognitive state during multi-source interference task. EMBC (2017)
Kristin M. Gunnarsdottir, Vijay Sadashivaiah, Matthew S. D. Kerr, Sabato Santaniello, Sridevi V. Sarma
Using demographic and time series physiological features to classify sepsis in the intensive care unit. EMBC (2016)
Rahul Agarwal, Zhe Chen, Fabian Kloosterman, Matthew A. Wilson, Sridevi V. Sarma
A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields. Neural Comput. 28 (7) (2016)
Pierre Sacré, Matthew S. D. Kerr, Sandya Subramanian, Kevin Kahn, Jorge Gonzalez-Martinez, Matthew A. Johnson, Sridevi V. Sarma, John T. Gale
The precuneus may encode irrationality in human gambling. EMBC (2016)
Rahul Agarwal, Zhe Chen, Fabian Kloosterman, Matthew A. Wilson, Sridevi V. Sarma
Neuronal encoding models of complex receptive fields: A comparison of nonparametric and parametric approaches. CISS (2016)
Pierre Sacré, Matthew S. D. Kerr, Sandya Subramanian, Kevin Kahn, Jorge Gonzalez-Martinez, Matthew A. Johnson, John T. Gale, Sridevi V. Sarma
Winning versus losing during gambling and its neural correlates. CISS (2016)
Pierre Sacré, Sridevi V. Sarma, Yun Guan, William S. Anderson
Electrical neurostimulation for chronic pain: On selective relay of sensory neural activities in myelinated nerve fibers. EMBC (2015)
Kristin M. Gunnarsdottir, Yu Min Kang, Matthew S. D. Kerr, Sridevi V. Sarma, Joshua B. Ewen, Richard Allen, Charlene Gamaldo, Rachel M. E. Salas
A look at the strength of micro and macro EEG analysis for distinguishing insomnia within an HIV cohort. EMBC (2015)
Yu Min Kang, Kristin M. Gunnarsdottir, Matthew S. D. Kerr, Rachel M. E. Salas, Joshua B. Ewen, Richard Allen, Charlene Gamaldo, Sridevi V. Sarma
To Score or Not to Score? A look at the distinguishing power of micro EEG analysis on an annotated sample of PSG studies conducted in an HIV cohort. EMBC (2015)
Sabato Santaniello, Stephen J. Granite, Sridevi V. Sarma, Raimond L. Winslow
Computing network-based features from physiological time series: Application to sepsis detection. EMBC (2014)
Stephanie Hao, Sandya Subramanian, Austin Jordan, Sabato Santaniello, Robert Yaffe, Christophe C. Jouny, Gregory K. Bergey, William S. Anderson, Sridevi V. Sarma
Computing network-based features from intracranial EEG time series data: Application to seizure focus localization. EMBC (2014)
Duluxan Sritharan, Sridevi V. Sarma
Fragility in Dynamic Networks: Application to Neural Networks in the Epileptic Cortex. Neural Comput. 26 (10) (2014)
Matthew S. D. Kerr, Kevin Kahn, Hyun-Joo Park, Susan Thompson, Stephanie Hao, Juan Bulacio, Jorge A. Gonzalez-Martinez, John T. Gale, Sridevi V. Sarma
High frequency activity correlates of robust movement in humans. EMBC (2014)
Daniel Ehrens, Duluxan Sritharan, Sridevi V. Sarma
Instability detector of a fragile neural network: Application to seizure detection in epilepsy. EMBC (2014)
Kevin Kahn, Matthew S. D. Kerr, Hyun-Joo Park, Susan Thompson, Juan Bulacio, Jorge Gonzalez-Martinez, Sridevi V. Sarma, John T. Gale
Oscillations in human orbitofrontal cortex during even chance gambling. EMBC (2014)
Rahul Agarwal, Sabato Santaniello, Sridevi V. Sarma
Generalizing performance limitations of relay neurons: Application to Parkinson's disease. EMBC (2014)
Sridevi V. Sarma, Sabato Santaniello, Uri T. Eden
Modeling, estimation and control of neurons and neuronal networks. MED (2014)
Sabato Santaniello, John T. Gale, Erwin B. Montgomery, Sridevi V. Sarma
A point process model-based framework reveals reinforcement mechanisms in striatum during high frequency STN DBS. CDC (2012)
Sabato Santaniello, John T. Gale, Erwin B. Montgomery, Sridevi V. Sarma
Reinforcement mechanisms in putamen during high frequency STN DBS: A point process study. EMBC (2012)
Robert Yaffe, Samuel P. Burns, John T. Gale, Hyun-Joo Park, Juan Bulacio, Jorge Gonzalez-Martinez, Sridevi V. Sarma
Brain state evolution during seizure and under anesthesia: A network-based analysis of stereotaxic eeg activity in drug-resistant epilepsy patients. EMBC (2012)
Gilda Pedoto, Sabato Santaniello, Giovanni Fiengo, Luigi Glielmo, Mark Hallett, Ping Zhuang, Sridevi V. Sarma
Towards automated navigation of deep brain stimulating electrodes: Analyzing neuronal activity near the target. CCA (2012)
Sabato Santaniello, Samuel P. Burns, Sridevi V. Sarma
Automatic seizure onset detection in drug-resistant epilepsy: A Bayesian optimal solution. CDC (2012)
Rahul Agarwal, Sridevi V. Sarma
Performance Limitations of Relay Neurons. PLoS Comput. Biol. 8 (8) (2012)
Shreya Saxena, Marc H. Schieber, Nitish V. Thakor, Sridevi V. Sarma
Aggregate Input-Output Models of Neuronal Populations. IEEE Trans. Biomed. Eng. 59 (7) (2012)
Rahul Agarwal, Sridevi V. Sarma
The effects of DBS patterns on basal ganglia activity and thalamic relay - A computational study. J. Comput. Neurosci. 33 (1) (2012)
Samuel P. Burns, Duluxan Sritharan, Christophe C. Jouny, Gregory K. Bergey, Nathan E. Crone, William S. Anderson, Sridevi V. Sarma
A network analysis of the dynamics of seizure. EMBC (2012)
Rahul Agarwal, Sridevi V. Sarma
Using Linear Systems Theory to Study Nonlinear Dynamics of Relay Cells. ICINCO (1) (2012)
Sabato Santaniello, Samuel P. Burns, Sridevi V. Sarma
Quickest seizure onset detection in drug-resistant epilepsy. ACC (2012)
Gilda Pedoto, Sabato Santaniello, Giovanni Fiengo, Luigi Glielmo, Mark Hallett, Ping Zhuang, Sridevi V. Sarma
Point process modeling reveals anatomical non-uniform distribution across the Subthalamic Nucleus in Parkinson's disease. EMBC (2012)
David M. Huberdeau, Harrison Walker, He Huang, Erwin B. Montgomery, Sridevi V. Sarma
Analysis of local field potential signals: A systems approach. EMBC (2011)
Kevin Kahn, Marc Sheiber, Nitish V. Thakor, Sridevi V. Sarma
Neuron selection for decoding dexterous finger movements. EMBC (2011)
Sridevi V. Sarma, David P. Nguyen, Gabriela Czanner, Sylvia Wirth, Matthew A. Wilson, Wendy A. Suzuki, Emery N. Brown
Computing Confidence Intervals for Point Process Models. Neural Comput. 23 (11) (2011)
Sabato Santaniello, David L. Sherman, Marek A. Mirski, Nitish V. Thakor, Sridevi V. Sarma
A Bayesian framework for analyzing iEEG data from a rat model of epilepsy. EMBC (2011)
Rahul Agarwal, Sridevi V. Sarma
An analytical study of relay neuron's reliability: Dependence on input and model parameters. EMBC (2011)
Matthew S. D. Kerr, Samuel P. Burns, John T. Gale, Jorge Gonzalez-Martinez, Juan Bulacio, Sridevi V. Sarma
Multivariate analysis of SEEG signals during seizure. EMBC (2011)
Shreya Saxena, John T. Gale, Emad N. Eskandar, Sridevi V. Sarma
Modulations in the oscillatory activity of the Globus Pallidus internus neurons during a behavioral task-A point process analysis. EMBC (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)
Gilda Pedoto, Sabato Santaniello, Erwin B. Montgomery, John T. Gale, Giovanni Fiengo, Luigi Glielmo, Sridevi V. Sarma
Analyzing Local Field Potentials in the healthy basal ganglia under Deep Brain Stimulation. CDC (2010)
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)
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)
Sridevi V. Sarma, Munther A. Dahleh, Srinivasa M. Salapaka
On Time-Varying Bit-Allocation Maintaining Stability and Performance: A Convex Parameterization. IEEE Trans. Autom. Control. 53 (5) (2008)
Sridevi V. Sarma, Munther A. Dahleh
Remote Control Over Noisy Communication Channels: A First-Order Example. IEEE Trans. Autom. Control. 52 (2) (2007)
Sridevi V. Sarma, Munther A. Dahleh
Real-Time Finite-Rate Tracking: Performance Limitations. ACC (2007)
Sridevi V. Sarma, Munther A. Dahleh
Finite-Rate Control: Finite-Horizon Performance Limitations. CDC (2006)
Sridevi V. Sarma, Munther A. Dahleh
Synthesis of Simple Feed-Forward Networks: A First-Order Example. CDC/ECC (2005)
Sridevi V. Sarma, Munther A. Dahleh, Srinivasa M. Salapaka
On time-varying bit-allocation maintaining input-output stability: a convex parameterization. CDC (2004)
Sridevi V. Sarma, Steve G. Massaquoi, Munther A. Dahleh
Reduction of a wave-variable biological arm control model. ACC (2000)
Sridevi V. Sarma, Victor W. Zue
A segment-based speaker verification system using SUMMIT. EUROSPEECH (1997)

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Publication Activity (10 Years)

Top Topics

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Sridevi V. Sarma