How close are we to understanding V1?

被引:277
作者
Olshausen, BA [1 ]
Field, DJ
机构
[1] Redwood Neurosci Inst, Menlo Pk, CA 94025 USA
[2] Univ Calif Davis, Ctr Neurosci, Davis, CA 95616 USA
[3] Cornell Univ, Dept Psychol, Ithaca, NY 14853 USA
关键词
D O I
10.1162/0899766054026639
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A wide variety of papers have reviewed what is known about the function of primary visual cortex. In this review, rather than stating what is known, we attempt to estimate how much is still unknown about V1 function. In particular, we identify five problems with the current view of V1 that stem largely from experimental and theoretical biases, in addition to the contributions of nonlinearities in the cortex that are not well understood. Our Purpose is to open the door to new theories, a number of which we describe, along with some proposals for testing them.
引用
收藏
页码:1665 / 1699
页数:35
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