no code implementations • NeurIPS 2021 • Neil Gallagher, Kafui Dzirasa, David Carlson
We prove that it is compatible with the implicit assumptions of linear factor models, and we provide a method to estimate the DS.
1 code implementation • 9 Sep 2021 • Liyun Tu, Austin Talbot, Neil Gallagher, David Carlson
We demonstrate the effectiveness of these developments using synthetic data and electrophysiological recordings with an emphasis on how our learned representations can be used to design scientific experiments.
no code implementations • NeurIPS 2017 • Neil Gallagher, Kyle R. Ulrich, Austin Talbot, Kafui Dzirasa, Lawrence Carin, David E. Carlson
To facilitate understanding of network-level synchronization between brain regions, we introduce a novel model of multisite low-frequency neural recordings, such as local field potentials (LFPs) and electroencephalograms (EEGs).