Continuous transformation learning of translation invariant representations.

We show that spatial continuity can enable a network to learn translation invariant representations of objects by self-organization in a hierarchical model of cortical processing in the ventral visual system. During 'continuous transformation learning', the active synapses from each overla...

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Bibliographic Details
Main Authors: Perry, G, Rolls, E, Stringer, S
Format: Journal article
Language:English
Published: 2010