Publications

Kyle A. Johnsen, Nathanael A. Cruzado, Zachary C. Menard, Adam A. Willats, Adam S. Charles, Jeffrey E. Markowitz, Christopher J. Rozell (2026). Bridging Model and Experiment in Systems Neuroscience with Cleo: The Closed-Loop, Electrophysiology, and Optophysiology Simulation Testbed. J. Neurosci..
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Asim H. Gazi, Sungtae An, Jesus Antonio Sanchez-Perez, Michael Chan, Mohammad Nikbakht, David J. Lin, Shlok Natarajan, Kyle A. Johnsen, J. Douglas Bremner, Jin-Oh Hahn (2025). Modeling Latent Dynamics of the Autonomic Nervous System in Response to Trauma Recall and Non-Invasive Vagus Nerve Stimulation. IEEE Transactions on Biomedical Engineering.
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Yenho Chen, Noga Mudrik, Kyle A. Johnsen, Sankaraleengam Alagapan, Adam S. Charles, Christopher J. Rozell (2024). Probabilistic Decomposed Linear Dynamical Systems for Robust Discovery of Latent Neural Dynamics. Advances in Neural Information Processing Systems.
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Kion Fallah, Alec Helbling, Kyle A. Johnsen, Christopher John Rozell (2023). Manifold Contrastive Learning with Variational Lie Group Operators. Transactions on Machine Learning Research.
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