Christopher J. Rozell
Affiliations: | Electrical and Computer Engineering | Georgia Institute of Technology, Atlanta, GA |
Area:
neuroengineering, computational neuroscience, interactive machine learning, dimensionality reductionWebsite:
http://siplab.gatech.edu/rozell.htmlGoogle:
"https://scholar.google.com/citations?user=JHuo2D0AAAAJ&hl=en&oi=ao"Mean distance: 14.71 (cluster 29) | S | N | B | C | P |
Parents
Sign in to add mentor| Don H. Johnson | grad student | 2000-2007 | Rice University | |
| (Distributed redundant representations in man-made and biological sensing systems.) | ||||
| Richard G. Baraniuk | post-doc | 2007-2007 | Rice University (MathTree) | |
| Bruno A. Olshausen | post-doc | 2007-2008 | UC Berkeley | |
Children
Sign in to add trainee| Kyle A. Johnsen | grad student | 2019- | Georgia Tech |
| Han Lun Yap | grad student | 2009-2013 | Georgia Tech |
| Aurele Balavoine | grad student | 2011-2014 | Georgia Tech |
| Mengchen Zhu | grad student | 2009-2015 | Georgia Tech |
| Adam Charles | grad student | 2010-2015 | Georgia Tech |
| Abigail Kressner | grad student | 2011-2015 | Georgia Tech |
| Nicholas Bertrand | grad student | 2013-2019 | Georgia Tech |
| John Lee | grad student | 2015-2019 | Georgia Tech |
| Marissa Connor | grad student | 2014-2021 | Georgia Tech |
| Gregory Canal | grad student | 2016-2021 | Georgia Tech |
| Ayse Cakmak | grad student | 2019-2021 | Georgia Tech |
| Sankaraleengam Alagapan | post-doc | 2018-2022 |
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Publications
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| van Rheede JJ, Alagapan S, Denison TJ, et al. (2024) Cortical signatures of sleep are altered following effective deep brain stimulation for depression. Translational Psychiatry. 14: 103 |
| Alagapan S, Choi KS, Heisig S, et al. (2023) Cingulate dynamics track depression recovery with deep brain stimulation. Nature |
| Smith EE, Choi KS, Veerakumar A, et al. (2022) Time-frequency signatures evoked by single-pulse deep brain stimulation to the subcallosal cingulate. Frontiers in Human Neuroscience. 16: 939258 |
| Cakmak AS, Perez Alday EA, Densen S, et al. (2022) Passively Captured Interpersonal Social Interactions and Motion From Smartphones for Predicting Decompensation in Heart Failure: Observational Cohort Study. Jmir Formative Research. 6: e36972 |
| Wong JK, Deuschl G, Wolke R, et al. (2022) Proceedings of the Ninth Annual Deep Brain Stimulation Think Tank: Advances in Cutting Edge Technologies, Artificial Intelligence, Neuromodulation, Neuroethics, Pain, Interventional Psychiatry, Epilepsy, and Traumatic Brain Injury. Frontiers in Human Neuroscience. 16: 813387 |
| Cakmak AS, Da Poian G, Willats A, et al. (2020) An unbiased, efficient sleep-wake detection algorithm for a population with sleep disorders: Change Point Decoder. Sleep |
| O'Shaughnessy MR, Davenport MA, Rozell CJ. (2020) Sparse Bayesian Learning With Dynamic Filtering for Inference of Time-Varying Sparse Signals Ieee Transactions On Signal Processing. 68: 388-403 |
| Lee J, Bertrand NP, Rozell CJ. (2020) Unbalanced Optimal Transport Regularization for Imaging Problems Ieee Transactions On Computational Imaging. 6: 1219-1232 |
| Bertrand NP, Charles AS, Lee J, et al. (2020) Efficient Tracking of Sparse Signals via an Earth Mover's Distance Dynamics Regularizer Ieee Signal Processing Letters. 27: 1120-1124 |
| Bertrand NP, Lee J, Prussing KF, et al. (2020) Infrared Search and Track With Unbalanced Optimal Transport Dynamics Regularization Ieee Geoscience and Remote Sensing Letters. 1-5 |