Neural mechanisms of object recognition

被引：249

作者：

Riesenhuber, M ^{[1
]}

Poggio, T

机构：

[1] MIT, Ctr Biol & Computat Learning, Dept Brain & Cognit Sci, McGovern Inst Brain Res, Cambridge, MA 02142 USA

[2] MIT, Computat Learning & Artificial Intelligence Lab, Cambridge, MA 02142 USA

来源：

CURRENT OPINION IN NEUROBIOLOGY | 2002年 / 12卷 / 02期

基金：

美国国家科学基金会;

关键词：

D O I：

10.1016/S0959-4388(02)00304-5

中图分类号：

Q189 [神经科学];

学科分类号：

071006 ;

摘要：

Single-unit recordings from behaving monkeys and human functional magnetic resonance imaging studies have continued to provide a host of experimental data on the properties and mechanisms of object recognition in cortex. Recent advances in object recognition, spanning issues regarding invariance, selectivity, representation and levels of recognition have allowed us to propose a putative model of object recognition in cortex.

引用

页码：162 / 168

页数：7

共 58 条

[1] Shape-coding in IT cells generalizes over contrast and mirror reversal, but not figure-ground reversal [J].