David M. Zoltowski

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 7

Top Topics

Nonlinear Dynamical Systems

Tensor Decomposition

Top Venues

Publications

Orren Karniol-Tambour, David M. Zoltowski, E. Mika Diamanti, Lucas Pinto, Carlos D. Brody, David W. Tank, Jonathan W. Pillow
Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems. ICLR (2024)
Felix Pei, Joel Ye, David M. Zoltowski, Anqi Wu, Raeed H. Chowdhury, Hansem Sohn, Joseph E. O'Doherty, Krishna V. Shenoy, Matthew T. Kaufman, Mark M. Churchland, Mehrdad Jazayeri, Lee E. Miller, Jonathan W. Pillow, Il Memming Park, Eva L. Dyer, Chethan Pandarinath
Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity. NeurIPS Datasets and Benchmarks (2021)
David M. Zoltowski, Diana Cai, Ryan P. Adams
Slice Sampling Reparameterization Gradients. NeurIPS (2021)
David M. Zoltowski, Jonathan W. Pillow, Scott W. Linderman
A general recurrent state space framework for modeling neural dynamics during decision-making. ICML (2020)
Stephen L. Keeley, David M. Zoltowski, Yiyi Yu, Jacob L. Yates, Spencer L. Smith, Jonathan W. Pillow
Efficient non-conjugate Gaussian process factor models for spike count data using polynomial approximations. CoRR (2019)
David M. Zoltowski, Jonathan W. Pillow
Scaling the Poisson GLM to massive neural datasets through polynomial approximations. NeurIPS (2018)
Arash Golibagh Mahyari, David M. Zoltowski, Edward M. Bernat, Selin Aviyente
A Tensor Decomposition-Based Approach for Detecting Dynamic Network States From EEG. IEEE Trans. Biomed. Eng. 64 (1) (2017)
David M. Zoltowski, Selin Aviyente
Low-rank tensor decomposition based dynamic network tracking. GlobalSIP (2014)
David M. Zoltowski, Edward M. Bernat, Selin Aviyente
A graph theoretic approach to dynamic functional connectivity tracking and network state identification. EMBC (2014)
David M. Zoltowski, Neil K. Dhingra, Fu Lin, Mihailo R. Jovanovic
Sparsity-promoting optimal control of spatially-invariant systems. ACC (2014)