Stable neural interfaces through artificial intelligence-based manifold discovery

Project: Research project

Project Details

Description

Dr. Miller's group will assist Dr. Pandarinath's group with the design and development of new Artificial Intelligence (AI)-based approaches for neural manifold stabilization, including approaches based on Dr. Miller's previously-developed Adversarial Domain Adaptation Networks technique. Dr. Miller's group will also collaborate with Dr. Pandarinath in the application of these AI approaches to previously-collected data, including neural population activity recorded from motor cortex in nonhuman primates. The current work does not involve the collection of any new data, or performing any experiments with animals or human subjects.
StatusActive
Effective start/end date4/19/1910/31/20

Funding

  • Emory University (A263642//HR00111990045)
  • Defense Advanced Research Projects Agency (DARPA) (A263642//HR00111990045)

Fingerprint

Explore the research topics touched on by this project. These labels are generated based on the underlying awards/grants. Together they form a unique fingerprint.