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Title | : | Invariant Visual Object and Face Recognition: Neural and Computational Bases, and a Model, VisNet |
Author | : | |
Rating | : | 4.28 (807 Votes) |
Asin | : | B00XRSO3E6 |
Format Type | : | |
Number of Pages | : | 430 Pages |
Publish Date | : | 2014-06-04 |
Language | : | English |
The model has been extended to provide an account of invariant representations in the dorsal visual system of the global motion produced by objects such as looming, rotation, and object-based movement. A feature hierarchy model in which invariant representations can be built by self-organizing learning based on the temporal and spatial statistics of the visual input produced by objects as they transform in the world is described. The approach has also been extended to account for how the visual system can select single objects in complex visual scenes, and how multiple objects can be represented in a scene. Neurophysiological evidence for invariant representations of objects and faces in
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