TY  -  
T1  - A mixture of sparse coding models explaining properties of face neurons related to holistic and parts-based processing 
SN  -  /  
UR  - http://hdl.handle.net/10138/218285 
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A1  - Hosoya, Haruo; Hyvärinen, Aapo 
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PB  -  
Y1  - 2017 
LA  - eng 
AB  - Experimental studies have revealed evidence of both parts-based and holistic representations of objects and faces in the primate visual system. However, it is still a mystery how such seemingly contradictory types of processing can coexist within a single system. Here, we propose a novel theory called mixture of sparse coding models, inspired by the formation of category-specific subregions in the inferotemporal (IT) cortex. We developed a hierarchical network that constructed a mixture of two s... 
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KW  - RECEPTIVE-FIELD PROPERTIES; MACAQUE TEMPORAL-LOBE; NATURAL IMAGES; VISUAL-CORTEX; RECOGNITION; EMERGENCE; PATCHES; STATISTICS; PERCEPTION; OBJECTS; 1182 Biochemistry, cell and molecular biology 
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