Srikantan S. Nagarajan
Orcid: 0000-0001-7209-3857
According to our database1,
Srikantan S. Nagarajan
authored at least 99 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2017, "For contributions to neural engineering and biomagnetic brain imaging".
Timeline
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On csauthors.net:
Bibliography
2024
IEEE Trans. Medical Imaging, February, 2024
2023
NeuroImage, November, 2023
NeuroImage, October, 2023
Bayesian Adaptive Beamformer for Robust Electromagnetic Brain Imaging of Correlated Sources in High Spatial Resolution.
IEEE Trans. Medical Imaging, September, 2023
NeuroImage, May, 2023
Bayesian Algorithms for Joint Estimation of Brain Activity and Noise in Electromagnetic Imaging.
IEEE Trans. Medical Imaging, March, 2023
Mechanisms of sensorimotor adaptation in a hierarchical state feedback control model of speech.
PLoS Comput. Biol., 2023
Bayesian Inference for Brain Source Imaging with Joint Estimation of Structured Low-Rank Noise.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Graph Convolutional Learning of Multimodal Brain Connectome Data for Schizophrenia Classification.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023
2022
NeuroImage, 2022
Time-varying dynamic network model for dynamic resting state functional connectivity in fMRI and MEG imaging.
NeuroImage, 2022
Empirical Bayesian localization of event-related time-frequency neural activity dynamics.
NeuroImage, 2022
Magnetoencephalography Imaging Reveals Abnormal Information Flow in Temporal Lobe Epilepsy.
Brain Connect., 2022
2021
NeuroImage, 2021
Unification of sparse Bayesian learning algorithms for electromagnetic brain imaging with the majorization minimization framework.
NeuroImage, 2021
Robust estimation of noise for electromagnetic brain imaging with the champagne algorithm.
NeuroImage, 2021
Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
2020
Robust Empirical Bayesian Reconstruction of Distributed Sources for Electromagnetic Brain Imaging.
IEEE Trans. Medical Imaging, 2020
Cross-modal plasticity in adult single-sided deafness revealed by alpha band resting-state functional connectivity.
NeuroImage, 2020
J. Cogn. Neurosci., 2020
2019
Bayesian Electromagnetic Spatio-Temporal Imaging of Extended Sources Based on Matrix Factorization.
IEEE Trans. Biomed. Eng., 2019
The FACTS model of speech motor control: Fusing state estimation and task-based control.
PLoS Comput. Biol., 2019
Evaluation of a dual signal subspace projection algorithm in magnetoencephalographic recordings from patients with intractable epilepsy and vagus nerve stimulators.
NeuroImage, 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
A Novel Scanning Algorithm for MEG/EEG imaging using Covariance Partitioning and Noise Learning.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
NeuroImage, 2018
Variation sparse source imaging based on conditional mean for electromagnetic extended sources.
Neurocomputing, 2018
FACTS: A Hierarchical Task-based Control Model of Speech Incorporating Sensory Feedback.
Proceedings of the Interspeech 2018, 2018
2017
Proceedings of the 8th International IEEE/EMBS Conference on Neural Engineering, 2017
2016
IEEE Signal Process. Mag., 2016
Bayesian electromagnetic spatio-temporal imaging of extended sources with Markov Random Field and temporal basis expansion.
NeuroImage, 2016
Proceedings of the Interspeech 2016, 2016
2015
Changes in consonant perception driven by adaptation of vowel production to altered auditory feedback.
Proceedings of the 18th International Congress of Phonetic Sciences, 2015
The contribution of auditory feedback to corrective movements in vowel formant trajectories.
Proceedings of the 18th International Congress of Phonetic Sciences, 2015
2014
Intensive cognitive training in schizophrenia enhances working memory and associated prefrontal cortical efficiency in a manner that drives long-term functional gains.
NeuroImage, 2014
Optimal timing of pulse onset for language mapping with navigated repetitive transcranial magnetic stimulation.
NeuroImage, 2014
NeuroImage, 2014
2013
NeuroImage, 2013
Resting-State Networks and the Functional Connectome of the Human Brain in Agenesis of the Corpus Callosum.
Brain Connect., 2013
A hierarchical Bayesian M/EEG imagingmethod correcting for incomplete spatio-temporal priors.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Residual coherence and residual envelope correlation in MEG/EEG source-space connectivity analysis.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
Performance evaluation of the Champagne source reconstruction algorithm on simulated and real M/EEG data.
NeuroImage, 2012
Effectiveness of sparse Bayesian algorithm for MVAR coefficient estimation in MEG/EEG source-space causality analysis
CoRR, 2012
2011
IEEE Trans. Inf. Theory, 2011
IEEE Trans. Biomed. Eng., 2011
NeuroImage, 2011
Cortical Spatio-temporal Dynamics Underlying Phonological Target Detection in Humans.
J. Cogn. Neurosci., 2011
MEG/EEG Source Reconstruction, Statistical Evaluation, and Visualization with NUTMEG.
Comput. Intell. Neurosci., 2011
2010
Robust Bayesian estimation of the location, orientation, and time course of multiple correlated neural sources using MEG.
NeuroImage, 2010
Spatiotemporal imaging of cortical activation during verb generation and picture naming.
NeuroImage, 2010
Iterative Reweighted <sub>1</sub> and <sub>2</sub> Methods for Finding Sparse Solutions.
IEEE J. Sel. Top. Signal Process., 2010
Proceedings of the Machine Learning in Medical Imaging, First International Workshop, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the Human Vision and Electronic Imaging XV, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
A Spatiotemporal Framework for Estimating Trial-to-Trial Amplitude Variation in Event-Related MEG/EEG.
IEEE Trans. Biomed. Eng., 2009
Source Localization of EEG/MEG Data by Correlating Columns of ICA and Lead Field Matrices.
IEEE Trans. Biomed. Eng., 2009
Speech Enhancement, Gain, and Noise Spectrum Adaptation Using Approximate Bayesian Estimation.
IEEE Trans. Speech Audio Process., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Robust Methods for Reconstructing Brain Activity and Functional Connectivity Between Brain Sources with MEG/EEG Data.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 26th Annual International Conference on Machine Learning, 2009
2008
An Expectation-Maximization Method for Spatio-Temporal Blind Source Separation Using an AR-MOG Source Model.
IEEE Trans. Neural Networks, 2008
IEEE Trans. Biomed. Eng., 2008
Probabilistic algorithms for MEG/EEG source reconstruction using temporal basis functions learned from data.
NeuroImage, 2008
Fast oscillations associated with interictal spikes localize the epileptogenic zone in patients with partial epilepsy.
NeuroImage, 2008
Five-dimensional neuroimaging: Localization of the time-frequency dynamics of cortical activity.
NeuroImage, 2008
Neurocomputing, 2008
Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Fetal cardiac signal extraction from magnetocardiographic data using a probabilistic algorithm.
Signal Process., 2007
A probabilistic algorithm integrating source localization and noise suppression for MEG and EEG data.
NeuroImage, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Machine Learning, 2007
Probabilistic Graphical Model for Auto-Annotation, Content-Based Retrieval, and Classification of TV Clips Containing Audio, Video, and Text.
Proceedings of the IEEE International Conference on Acoustics, 2007
Source Localization of EEG/MEG Data by Correlating Columns of ICA Solution with Lead Field Matrix.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
A novel adaptive beamformer for MEG source reconstruction effective when large background brain activities exist.
IEEE Trans. Biomed. Eng., 2006
IEEE Trans. Biomed. Eng., 2006
A graphical model for estimating stimulus-evoked brain responses from magnetoencephalography data with large background brain activity.
NeuroImage, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
An EM Method for Spatio-temporal Blind Source Separation Using an AR-MOG Source Model.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Localization bias and spatial resolution of adaptive and non-adaptive spatial filters for MEG source reconstruction.
NeuroImage, 2005
A simple nonparametric statistical thresholding for MEG spatial-filter source reconstruction images.
NeuroImage, 2005
Stimulus Evoked Independent Factor Analysis of MEG Data with Large Background Activity.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
Asymptotic SNR of scalar and vector minimum-variance beamformers for neuromagnetic source reconstruction.
IEEE Trans. Biomed. Eng., 2004
Performance of an MEG adaptive-beamformer source reconstruction technique in the presence of additive low-rank interference.
IEEE Trans. Biomed. Eng., 2004
Subcortical pathways serving cortical language sites: initial experience with diffusion tensor imaging fiber tracking combined with intraoperative language mapping.
NeuroImage, 2004
2003
Proceedings of the Advances in Neural Information Processing Systems 16 [Neural Information Processing Systems, 2003
2002
Performance of an MEG adaptive-beamformer technique in the presence of correlated neural activities: effects on signal intensity and time-course estimates.
IEEE Trans. Biomed. Eng., 2002
Performance of an MEG adaptive-beamformer technique in the presence of correlated neural activities: correlation-coefficient estimation and time-course retrieval.
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
2001
Reconstructing spatio-temporal activities of neural sources using an MEG vector beamformer technique.
IEEE Trans. Biomed. Eng., 2001
Reconstructing spatio-temporal activities of neural sources from magnetoencephalographic data using a vector beamformer.
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Estimating neural sources from each time-frequency component of magnetoencephalographic data.
IEEE Trans. Biomed. Eng., 2000
1999