Proloy Das

According to our database, Proloy Das authored at least 16 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Simultaneous Localization of Multiple Oscillations Using Dynamic Solutions to the Inverse Problem in E/MEG Source Analysis.

Mingjian He, Proloy Das, Amanda M. Beck, Gladia Hotan, Patrick L. Purdon

Proceedings of the 58th Asilomar Conference on Signals, 2024

2023

Non-Asymptotic Guarantees for Reliable Identification of Granger Causality via the LASSO.

Proloy Das, Behtash Babadi

IEEE Trans. Inf. Theory, November, 2023

Switching state-space modeling of neural signal dynamics.

Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon

PLoS Comput. Biol., 2023

Development and prospective validation of postoperative pain prediction from preoperative EHR data using attention-based set embeddings.

Ran Liu, Rodrigo Gutiérrez, Rory V. Mather, Tom A. D. Stone, Laura A. Santa Cruz Mercado, Kishore Bharadwaj, Jasmine Johnson, Proloy Das, Gustavo Balanza, Ekenedilichukwu Uwanaka, Justin Sydloski, Andrew Chen, Mackenzie Hagood, Edward A. Bittner, Patrick L. Purdon

npj Digit. Medicine, 2023

Delta power during sleep is modulated by EEG-gated auricular vagal afferent nerve stimulation (EAVANS).

Alessandra Anzolin, Proloy Das, Ronald G. García, Andrew Chen, Arvina Grahl, S. Ellis, Patrick L. Purdon, Vitaly Napadow

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Multilevel State-Space Models Enable High Precision Event Related Potential Analysis.

Proloy Das, Mingjian He, Patrick L. Purdon

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

NLGC: Network localized Granger causality with application to MEG directional functional connectivity analysis.

Behrad Soleimani, Proloy Das, I. M. Dushyanthi Karunathilake, Stefanie E. Kuchinsky, Jonathan Z. Simon, Behtash Babadi

NeuroImage, 2022

Automatic Segmentation of Sleep Spindles: A Variational Switching State-Space Approach.

Mingjian He, Proloy Das, Gladia Hotan, Patrick L. Purdon

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

Extracting common oscillatory time-courses from multichannel recordings: Oscillation Component Analysis.

Proloy Das, Patrick L. Purdon

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Non-Asymptotic Guarantees for Robust Identification of Granger Causality via the LASSO.

Proloy Das, Behtash Babadi

CoRR, 2021

2020

Multitaper spectral analysis of neuronal spiking activity driven by latent stationary processes.

Proloy Das, Behtash Babadi

Signal Process., 2020

Neuro-current response functions: A unified approach to MEG source analysis under the continuous stimuli paradigm.

Proloy Das, Christian Brodbeck, Jonathan Z. Simon, Behtash Babadi

NeuroImage, 2020

Granger Causal Inference from Indirect Low-Dimensional Measurements with Application to MEG Functional Connectivity Analysis.

Behrad Soleimani, Proloy Das, Joshua Kulasingham, Jonathan Z. Simon, Behtash Babadi

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

2018

Dynamic Bayesian Multitaper Spectral Analysis.

Proloy Das, Behtash Babadi

IEEE Trans. Signal Process., 2018

Cortical Localization of the Auditory Temporal Response Function from MEG via Non-convex Optimization.

Proloy Das, Christian Brodbeck, Jonathan Z. Simon, Behtash Babadi

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2016

Introducing Fractional-Order Dynamics to Sigma-Delta Modulators.

Proloy Das, Siddhartha Sen

Circuits Syst. Signal Process., 2016