Spatial vs temporal continuity in view invariant visual object recognition learning.

We show in a 4-layer competitive neuronal network that continuous transformation learning, which uses spatial correlations and a purely associative (Hebbian) synaptic modification rule, can build view invariant representations of complex 3D objects. This occurs even when views of the different objec...

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Bibliographic Details
Main Authors: Perry, G, Rolls, E, Stringer, S
Format: Journal article
Language:English
Published: 2006