Selectivity and invariance for visual object perception

被引：12

作者：

Ison, Matias J. ^{[1
]}

Quiroga, Rodrigo Quian ^{[1
]}

机构：

[1] Univ Leicester, Dept Engn, Leicester LE1 7RH, Leics, England

来源：

FRONTIERS IN BIOSCIENCE-LANDMARK | 2008年 / 13卷

基金：

英国工程与自然科学研究理事会; 英国医学研究理事会;

关键词：

object recognition; memory; perception; sparse coding; grandmother cells; invariance; visual representation; ventral visual pathway; medial temporal lobe; inferotemporal cortex; review;

D O I：

10.2741/3048

中图分类号：

Q5 [生物化学]; Q7 [分子生物学];

学科分类号：

071010 ; 081704 ;

摘要：

The sight of an object triggers a complex set of processes in the brain. Although it is already well established that object perception is performed by a hierarchical network, the so-called ventral visual pathway, we are only starting to understand how neurons along this pathway encode visual information at each processing stage. In this review, we discuss basic principles of neural coding for object perception and describe evidence showing that it mainly relies on two principles: selectivity and invariance.

引用

页码：4889 / 4903

页数：15

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