Center for Neural Science and Department of Psychology, New York University, New York, New York 10003.
J Neurosci. 2013 Dec 11;33(50):19695-703. doi: 10.1523/JNEUROSCI.0889-13.2013.
Multivariate decoding analyses are widely applied to functional magnetic resonance imaging (fMRI) data, but there is controversy over their interpretation. Orientation decoding in primary visual cortex (V1) reflects coarse-scale biases, including an over-representation of radial orientations. But fMRI responses to clockwise and counter-clockwise spirals can also be decoded. Because these stimuli are matched for radial orientation, while differing in local orientation, it has been argued that fine-scale columnar selectivity for orientation contributes to orientation decoding. We measured fMRI responses in human V1 to both oriented gratings and spirals. Responses to oriented gratings exhibited a complex topography, including a radial bias that was most pronounced in the peripheral representation, and a near-vertical bias that was most pronounced near the foveal representation. Responses to clockwise and counter-clockwise spirals also exhibited coarse-scale organization, at the scale of entire visual quadrants. The preference of each voxel for clockwise or counter-clockwise spirals was predicted from the preferences of that voxel for orientation and spatial position (i.e., within the retinotopic map). Our results demonstrate a bias for local stimulus orientation that has a coarse spatial scale, is robust across stimulus classes (spirals and gratings), and suffices to explain decoding from fMRI responses in V1.
多元解码分析被广泛应用于功能磁共振成像(fMRI)数据,但对其解释仍存在争议。初级视皮层(V1)的朝向解码反映了粗尺度的偏向,包括对放射状朝向的过度表示。但是,顺时针和逆时针螺旋的 fMRI 响应也可以被解码。由于这些刺激物在放射状朝向方面匹配,而在局部朝向方面不同,因此有人认为,朝向的精细柱状选择性有助于朝向解码。我们测量了人类 V1 对定向光栅和螺旋的 fMRI 响应。定向光栅的响应表现出复杂的拓扑结构,包括在周边表示中最为明显的放射状偏向,以及在中央凹表示中最为明显的近垂直偏向。顺时针和逆时针螺旋的响应也表现出整个视象限的粗尺度组织。每个体素对顺时针或逆时针螺旋的偏好可以根据该体素对朝向和空间位置(即视网膜映射内)的偏好来预测。我们的结果表明存在一种局部刺激朝向的偏向,其具有粗空间尺度,在刺激类别(螺旋和光栅)之间具有稳健性,足以解释 V1 中 fMRI 响应的解码。