Empirical models of spiking in neural populations

JH Macke, L Buesing… - Advances in neural …, 2011 - proceedings.neurips.cc
Neurons in the neocortex code and compute as part of a locally interconnected population.
Large-scale multi-electrode recording makes it possible to access these population …

Extracting low-dimensional latent structure from time series in the presence of delays

KC Lakshmanan, PT Sadtler, EC Tyler-Kabara… - Neural …, 2015 - direct.mit.edu
Noisy, high-dimensional time series observations can often be described by a set of low-
dimensional latent variables. Commonly used methods to extract these latent variables …