Christopher John Rozell
Professor
Leads the SIP Lab on data science and machine learning for neuroscience and therapeutic neurotechnology.
Christopher John Rozell's lab at Georgia Tech works on neuroscience & brain-computer interfaces, computational neuroscience & cognition and data management & big data. 26 papers since 2023, 8 at top venues, mostly TMLR and CDC. 7 PhD students. 21 alumni, most often to Google and Microsoft. Applications close .
At a glance
- papers, 2023–2026
- 7/ year
- at T1 venues
- 31%
- PhD students
- 7
- MS students
- 0
- alumni listed
- 21
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 7 papers2025 · T1 0
- 10 papers2024 · T1 5
- 9 papers2023 · T1 3
T1 venuesOtherVenues: TMLR, CDC, JMLR, Nature, Neural Computation
Research focuspaper titles that use each topic's words
- Neuroscience & brain-computer interfaces10 papers
- Data management & big data2 papers
- Computational neuroscience & cognition0 papers
- therapeutic0 papers
- neurotechnology0 papers
Paper list
From the lab homepage.
20257 papers
- Frontiers In Human NeuroscienceAffective bias predicts changes in depression during deep brain stimulation therapy (opens in a new tab)
- JAMA NeurologyBrain Biomarkers for Pain Sensitivity (opens in a new tab)
- IEEE Transactions on Biomedical EngineeringModeling Latent Dynamics of the Autonomic Nervous System in Response to Trauma Recall and Non-Invasive Vagus Nerve Stimulation (opens in a new tab)
- Biological Psychiatry: Cognitive Neuroscience and NeuroimagingNeural Interoceptive Processing is Modulated by Deep Brain Stimulation to Subcallosal Cingulate Cortex for Treatment Resistant Depression (opens in a new tab)
- SIMODSOnline Machine Teaching under Learner Uncertainty: Gradient Descent Learners of a Quadratic Loss (opens in a new tab)
- Frontiers in Human NeuroscienceProceedings of the 12th Annual Deep Brain Stimulation Think Tank: Cutting Edge Technology meets Novel Applications (opens in a new tab)
- IEEE Sensors JournalRemote monitoring of cardiovascular autonomic dysfunction in synucleinopathies with a wearable chest patch (opens in a new tab)
202410 papers
- Nature Biomedical EngineeringAn application-based taxonomy for brain–computer interfaces (opens in a new tab)
- Translational PsychiatryCortical signatures of sleep are altered following effective deep brain stimulation for depression (opens in a new tab)
- JMLR (T1)Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics (opens in a new tab)
- CDCEnhancing Human-in-the-Loop Learning for Binary Sentiment Word Classification (opens in a new tab)
- Neural ComputationLearning Internal Representations of 3D Transformations from 2D Projected Inputs (opens in a new tab)
- TMLR (T1)LINOCS: Lookahead Inference of Networked Operators for Continuous Stability (opens in a new tab)
- TMLR (T1)Manifold Contrastive Learning with Variational Lie Group Operators (opens in a new tab)
- NeurIPS (T1)Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics (opens in a new tab)
- BSNStressFADS: Learning Latent Autonomic Factors of Stress in the Context of Trauma Recall and Neuromodulation (opens in a new tab)
- PNAS (T1)Subcallosal Cingulate Deep Brain Stimulation Evokes Two Distinct Cortical Responses via Differential White Matter Activation (opens in a new tab)
20239 papers
- IEEE in Transactions on Neural Systems & Rehabilitation EngineeringA low-complexity brain-computer interface for high-complexity robot swarm control (opens in a new tab)
- TMLR (T1)Active Learning of Ordinal Embeddings: A User Study on Football Data (opens in a new tab)
- Nature (T1)Cingulate dynamics track depression recovery with deep brain stimulation (opens in a new tab)
- NERExploration of Acute Effects of Stimulation Frequency on Subcallosal Cingulate Dynamics in SCC DBS (opens in a new tab)
- TMLR (T1)Learning Identity-Preserving Transformations on Data Manifolds (opens in a new tab)
- EMBCLeveraging Physiological Markers to Quantify the Transient Effects of Traumatic Stress and Non-Invasive Neuromodulation (opens in a new tab)
- Journal of Law and the BiosciencesNeuroethics guidance documents: Principles, analysis, and implementation strategies (opens in a new tab)
- Frontiers in Human NeuroscienceProceedings of the 10th Annual Deep Brain Stimulation Think Tank: Advances in Cutting Edge Technologies, Artificial Intelligence, Neuromodulation, Neuroethics, Interventional Psychiatry and Women in Neuromodulation (opens in a new tab)
- Science and Public PolicyWhat governs attitudes toward artificial intelligence adoption and governance? (opens in a new tab)
Where alumni went21 listed, 29% to industry
Industry 4Academia 10
Most often to
- Microsoft
- Uber
Also to
- Argonne National Laboratory
- Carnegie Mellon University
- Georgia Tech
Apply to Georgia TechFall 2027
Georgia Tech Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- optional
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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