S. Grossberg et al., A NEURAL THEORY OF ATTENTIVE VISUAL-SEARCH - INTERACTIONS OF BOUNDARY, SURFACE, SPATIAL, AND OBJECT REPRESENTATIONS, Psychological review, 101(3), 1994, pp. 470-489
Visual search data are given a unified quantitative explanation by a m
odel of how spatial maps in the parietal cortex and object recognition
categories in the inferotemporal cortex deploy attentional resources
as they reciprocally interact with visual representations in the prest
riate cortex. The model visual representations are organized into mult
iple boundary and surface representations. Visual search in the model
is initiated by organizing multiple items that lie within a given boun
dary or surface representation into a candidate search grouping. These
items are compared with object recognition categories to test for mat
ches or mismatches. Mismatches can trigger deeper searches and recursi
ve selection of new groupings until a target object is identified. The
model provides an alternative to Feature Integration and Guided Searc
h models.