Feedback stabilizes propagation of synchronous spiking in cortical neural networks

Abstract

Feedback projections are ubiquitous in the brain, but little is known about what they contribute to information processing. The results presented here provide testable hypotheses for the functional role of the feedback projections in the brain. Our work suggests that feedback projections could be responsible for information encoded in spike times to reliably propagate through cortex, and thus could serve as an attentional mechanism to regulate the flow of information in the cortex. Our work also suggests that feedback projections may also be critically involved in organizing neural populations involved in cognitive functions by generating and sharpening spike-time synchronization among populations of neurons. Thus, feedback projections could be key to understanding how the cortex is globally organized.

Document Details

Document Type
Pub Defense Publication
Publication Date
Feb 09, 2015
Source ID
10.1073/pnas.1500643112

Entities

People

  • Maxim Bazhenov
  • Samat Moldakarimov
  • Terrence J. Sejnowski

Organizations

  • Howard Hughes Medical Institute
  • National Institute of Neurological Disorders and Stroke
  • Office of Naval Research
  • University of California
  • University of California, San Diego

Tags

Readers

  • Neuroscience
  • Team-Based Human-Centered Cognitive Task Decision Making and Information Performance.

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms