GT Neuro Seminar Series

Event Details
  • Date/Time:
    • Monday February 12, 2018
      11:15 am - 12:15 pm
  • Location: Krone Engineered Biosystems Building, Room 1005 - Atlanta, GA
  • Phone:
  • URL:
  • Email:
  • Fee(s):
    N/A
  • Extras:
Contact

Chris Rozell - faculty host

Summaries

Summary Sentence: "Finding Low-dimensional Structure in Large-scale Neural Recordings" - Eva Dyer, Ph.D. - Georgia Tech

Full Summary: No summary paragraph submitted.

"Finding Low-dimensional Structure in Large-scale Neural Recordings"

Eva Dyer, Ph.D. 
Assistant Professor
Wallace H. Coulter Department of Biomedical Engineering
Georgia Tech


Improvements in neural recording technologies have rapidly increased the number of neurons that it is now possible to record from. Along with these improvements, analyses of neural information processing are moving from single neuron to population-level analyses. One promising approach for understanding information processing across large populations of neurons is to use methods for dimensionality reduction; such approaches aim to find low-dimensional structure in the joint activity of many neurons over time. In this talk, I will describe my lab's efforts to learn low-dimensional structure present in large-scale neural recordings, both from electrophysiology recordings in motor cortex and from two-photon calcium movies in primary visual cortex. Our findings suggest that dimensionality reduction techniques can be used to pull out structure from neural activity to solve a range of decoding and classification problems.

Related Links

Additional Information

In Campus Calendar
Yes
Groups

Parker H. Petit Institute for Bioengineering and Bioscience (IBB)

Invited Audience
Faculty/Staff, Graduate students
Categories
Seminar/Lecture/Colloquium
Keywords
go-PetitInstitute, go-neuro
Status
  • Created By: Floyd Wood
  • Workflow Status: Published
  • Created On: Jan 29, 2018 - 9:54am
  • Last Updated: Jan 29, 2018 - 9:54am