Sridevi V. Sarma
According to our database1,
Sridevi V. Sarma
authored at least 96 papers
between 1997 and 2023.
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Bibliography
2023
Manifold Oblique Random Forests: Towards Closing the Gap on Convolutional Deep Networks.
SIAM J. Math. Data Sci., March, 2023
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023
2022
Annu. Rev. Control., 2022
Temporal and morphological characteristics of high-frequency oscillations in an acute in vivo model of epilepsy.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Decomposing Executive Function into Distinct Processes Underlying Human Decision Making.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
SWIFT: A deep learning approach to prediction of hypoxemic events in critically-Ill patients using SpO2 waveform prediction.
PLoS Comput. Biol., 2021
Predicting Wide-Dynamic Range Neuron Activity from Peripheral Nerve Stimulation using Linear Parameter Varying Models.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Transfer Entropy between Intracranial EEG Nodes Highlights Network Dynamics that Cause and Stop Epileptic Seizures.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Alpha Power in the Cingulate Cortex reflects Accumulated Winnings During Gambling in Humans.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Sources and Sinks in Interictal iEEG Networks: An iEEG Marker of the Epileptogenic Zone.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Towards Robust Control of PNS for Chronic Pain: Modeling Spinal Cord Wide-Dynamic Range Neurons with Structured Uncertainty.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Performance Limitations in Sensorimotor Control: Trade-Offs Between Neural Computation and Accuracy in Tracking Fast Movements.
Neural Comput., 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Localizing the seizure onset zone from single pulse electrical stimulation responses using transfer function models.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
High Frequency Activity in the Orbital Frontal Cortex Modulates with Mismatched Expectations During Gambling in Humans.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
2019
J. Comput. Neurosci., 2019
J. Comput. Neurosci., 2019
An exploratory data analysis method for identifying brain regions and frequencies of interest from large-scale neural recordings.
J. Comput. Neurosci., 2019
Investigation of Architectures for Models of Neural Responses to Electrical Brain Stimulation.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Evaluating Invasive EEG Implantations with Structural Imaging Data and Functional Scalp EEG Recordings from Epilepsy Patients.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Natural Language Processing of Clinical Notes for Improved Early Prediction of Septic Shock in the ICU.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Virtual Cortical Stimulation Mapping of Epilepsy Networks to Localize the Epileptogenic Zone.
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
Quantifying Interactions between Neural Populations during Behavior using Dynamical Systems Models.
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
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
Modeling the interactions between stimulation and physiologically induced APs in a mammalian nerve fiber: dependence on frequency and fiber diameter.
J. Comput. Neurosci., 2018
Reconstructing Neural Activity and Kinematics Using a Systems-Level Model of Sensorimotor Control.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Studying the interactions in a mammalian nerve fiber: a functional modeling approach.
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
A Novel Sleep Stage Scoring System: Combining Expert-Based Rules with a Decision Tree Classifier.
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
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
A Novel Nonparametric Maximum Likelihood Estimator for Probability Density Functions.
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Neuronal activity in human anterior cingulate cortex modulates with internal cognitive state during multi-source interference task.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Modeling electrical stimulation of mammalian nerve fibers: A mechanistic versus probabilistic approach.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Linear time-varying model characterizes invasive EEG signals generated from complex epileptic networks.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
An input-output linear time invariant model captures neuronal firing responses to external and behavioral events.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 American Control Conference, 2017
2016
A Novel Nonparametric Approach for Neural Encoding and Decoding Models of Multimodal Receptive Fields.
Neural Comput., 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Using demographic and time series physiological features to classify sepsis in the intensive care unit.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016
Neuronal encoding models of complex receptive fields: A comparison of nonparametric and parametric approaches.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016
2015
Electrical neurostimulation for chronic pain: On selective relay of sensory neural activities in myelinated nerve fibers.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
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.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A look at the strength of micro and macro EEG analysis for distinguishing insomnia within an HIV cohort.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Fragility in Dynamic Networks: Application to Neural Networks in the Epileptic Cortex.
Neural Comput., 2014
Proceedings of the 22nd Mediterranean Conference on Control and Automation, 2014
Computing network-based features from physiological time series: Application to sepsis detection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Computing network-based features from intracranial EEG time series data: Application to seizure focus localization.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Instability detector of a fragile neural network: Application to seizure detection in epilepsy.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Generalizing performance limitations of relay neurons: Application to Parkinson's disease.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2012
IEEE Trans. Biomed. Eng., 2012
The effects of DBS patterns on basal ganglia activity and thalamic relay - A computational study.
J. Comput. Neurosci., 2012
Using Linear Systems Theory to Study Nonlinear Dynamics of Relay Cells.
Proceedings of the ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Rome, Italy, 28, 2012
Brain state evolution during seizure and under anesthesia: A network-based analysis of stereotaxic eeg activity in drug-resistant epilepsy patients.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Reinforcement mechanisms in putamen during high frequency STN DBS: A point process study.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
Point process modeling reveals anatomical non-uniform distribution across the Subthalamic Nucleus in Parkinson's disease.
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
A point process model-based framework reveals reinforcement mechanisms in striatum during high frequency STN DBS.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Automatic seizure onset detection in drug-resistant epilepsy: A Bayesian optimal solution.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012
Proceedings of the American Control Conference, 2012
Towards automated navigation of deep brain stimulating electrodes: Analyzing neuronal activity near the target.
Proceedings of the IEEE International Conference on Control Applications, 2012
2011
Modulations in the oscillatory activity of the Globus Pallidus internus neurons during a behavioral task-A point process analysis.
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
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
An analytical study of relay neuron's reliability: Dependence on input and model parameters.
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
Analyzing Local Field Potentials in the healthy basal ganglia under Deep Brain Stimulation.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
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
On Time-Varying Bit-Allocation Maintaining Stability and Performance: A Convex Parameterization.
IEEE Trans. Autom. Control., 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
IEEE Trans. Autom. Control., 2007
Proceedings of the American Control Conference, 2007
2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
2005
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
2004
On time-varying bit-allocation maintaining input-output stability: a convex parameterization.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004
2000
Proceedings of the American Control Conference, 2000
1997
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997