Repository landing page
research
The computational magic of the ventral stream: sketch of a theory (and why some deep architectures work).
Abstract
This paper explores the theoretical consequences of a simple assumption: the computational goal of the feedforward path in the ventral stream -- from V1, V2, V4 and to IT -- is to discount image transformations, after learning them during development- visual cortex
- ventral stream
- symmetries principles in sensory perception
- visual recognition
- invariances of sensory perception
- learning to learn invariants in the visual world
- visual cortex
- ventral stream
- symmetries principles in sensory perception
- visual recognition
- invariances of sensory perception
- learning to learn invariants in the visual world
Similar works
This paper was published in DSpace@MIT.
Having an issue?
Is data on this page outdated, violates copyrights or anything else? Report the problem now and we will take corresponding actions after reviewing your request.