物体识别的神经机制。

Neural mechanisms of object recognition.

作者信息

Riesenhuber Maximilian, Poggio Tomaso

机构信息

McGovern Institute for Brain Research, Department of Brain & Cognitive Sciences, Center for Biological and Computational Learning and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Cambridge, 02142, USA.

出版信息

Curr Opin Neurobiol. 2002 Apr;12(2):162-8. doi: 10.1016/s0959-4388(02)00304-5.

DOI:10.1016/s0959-4388(02)00304-5

PMID:12015232

Abstract

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.

摘要

对行为中的猴子进行的单神经元记录以及人类功能磁共振成像研究，持续提供了大量关于皮层中物体识别特性和机制的实验数据。物体识别方面的最新进展，涵盖了不变性、选择性、表征和识别层次等问题，使我们能够提出一个皮层中物体识别的假定模型。