Learning separate visual representations of independently rotating objects.

Journal article

Individual cells that respond preferentially to particular objects have been found in the ventral visual pathway. How the brain is able to develop neurons that exhibit these object selective responses poses a significant challenge for computational models of object recognition. Typically, many objects make up a complex natural scene and are never presented in isolation. Nonetheless, the visual system is able to build invariant object selective responses. In this paper, we present a model of t...

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Authors: Tromans, J; Page, H; Stringer, S

• Publication status: Published
• Journal: Network (Bristol, England)
• Volume: 23
• Issue: 1-2
• Pages: 1-23
• Publication date: 2012-01-01
• DOI: 10.3109/0954898x.2011.651520
• EISSN: 1361-6536
• ISSN: 0954-898X
• Language: English
• Keywords: Photic Stimulation; Algorithms; Recognition (Psychology); Visual Pathways; Neural Networks (Computer); Neurons; Humans; Rotation; Learning; Models, Neurological; Visual Perception; Information Theory; Temporal Lobe