David Zoltowski
Postdoc
Stanford University
About Me
I am a Wu Tsai Interdisciplinary Scholar and postdoc in statistics at Stanford University, where I work with Scott Linderman and David Sussillo on models of neural dynamics and on brain computer interfaces. Before that, I obtained a PhD in Neuroscience at Princeton University where I worked with Jonathan Pillow on a variety of topics in statistical neuroscience in the Pillow Lab. Previously, I received an MPhil in Engineering at the University of Cambridge as part of the Computational and Biological Learning Lab and a B.S. in Electrical Engineering from Michigan State University.
Recent Publications
(2024).
Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems.
arXiv preprint arXiv:2408.03330.
(2024).
Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems.
The Twelfth International Conference on Learning Representations.
(2024).
Structured flexibility in recurrent neural networks via neuromodulation.
bioRxiv.
(2023).
Competitive integration of time and reward explains value-sensitive foraging decisions and frontal cortex ramping dynamics.
bioRxiv.
(2021).
Neural latents benchmark'21: evaluating latent variable models of neural population activity.
arXiv preprint arXiv:2109.04463.