MP2b.2

Taming Machine Learning Models of Neural Dynamics with Anatomical and Behavioral Constraints

Muhammad Noman Almani, Shreya Saxena, University of Florida, United States
Session:
MP2b: Statistical Methods for Neural Analysis (Invited) Lecture
Track:
Biomedical Signal and Image Processing
Location:
Oak Shelter
Presentation Time:
Mon, 30 Oct, 15:55 - 16:20 PT (UTC -8)
Presentation
Discussion
Resources
No resources available.
Session MP2b
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
MP2b.2: Taming Machine Learning Models of Neural Dynamics with Anatomical and Behavioral Constraints
Muhammad Noman Almani, Shreya Saxena, University of Florida, United States
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
MP2b.4: Reverse Engineering Nonlinear Dynamics of Neural Spiking Activity
David Zoltowski, David Sussillo, Scott Linderman, Stanford University, United States
Contacts