Computational Neuroscience Graduate Program, The University of Chicago; Joint Dept. of Biomedical Engineering, UNC Chapel Hill and NC State University; Dept. of Organismal Biology and Anatomy, The University of Chicago; Neuroscience Graduate Program, Emory University; Coulter Dept. of Biomedical Engineering, Emory University and Georgia Tech; School of Electrical and Computer Engineering, Georgia Tech; Center for Machine Learning, Georgia Tech
Feng Zhu, Andrew Sedler, Harrison A Grier, Nauman Ahad, Mark Davenport, Matthew Kaufman, Andrea Giovannucci, Chethan Pandarinath
Computational neuroscience;Systems neuroscience;Neural population dynamics;intermittent sampling;Electrophysiology;Calcium imaging;Brain-computer interfaces;Neuroscience;Neuroprosthetics;Neural coding;Motor control;Sequential autoencoders
Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time