Classification and Geometry of General Perceptual Manifolds

Perceptual manifolds arise when a neural population responds to an ensemble of sensory signals associated with different physical features (e.g., orientation, pose, scale, location, and intensity) of the same perceptual object. Object recognition and discrimination require classifying the manifolds...

Full description

Bibliographic Details
Main Authors: SueYeon Chung, Daniel D. Lee, Haim Sompolinsky
Format: Article
Language:English
Published: American Physical Society 2018-07-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.8.031003