MP2b: Statistical Methods for Neural Analysis (Invited)
Mon, 30 Oct, 15:30 - 17:35 PT (UTC -7)
Location: Oak Shelter
Session Type: Lecture
Track: Biomedical Signal and Image Processing
Mon, 30 Oct, 15:30 - 15:55 PT (UTC -7)

MP2b.1: Decoding the Distribution of Conduction Speeds from Neural Recordings in Rat Cervical Vagus Nerve in silico and in vivo
Edgar Peña, Nicole Pelot, Warren Grill, Duke University, United States
Mon, 30 Oct, 15:55 - 16:20 PT (UTC -7)

MP2b.2: Taming Machine Learning Models of Neural Dynamics with Anatomical and Behavioral Constraints
Muhammad Noman Almani, Shreya Saxena, University of Florida, United States
Mon, 30 Oct, 16:20 - 16:45 PT (UTC -7)

MP2b.3: Spectral Parameterization of EEG Reveals a Plausible Biological Mechanism for Therapeutic Effects of Seizure-Based Treatments for Depression
Sydney Smith, Eena Kosik, Quirine Van Engen, Itay Hadas, Maryam Soltani, Bradley Voytek, University of California, San Diego, United States
Mon, 30 Oct, 16:45 - 17:10 PT (UTC -7)

MP2b.4: Reverse Engineering Nonlinear Dynamics of Neural Spiking Activity
David Zoltowski, David Sussillo, Scott Linderman, Stanford University, United States