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用于倾斜和弯曲表面以及二维图像三维感知的层状皮质模型:发育、注意力和双稳态。

A laminar cortical model for 3D perception of slanted and curved surfaces and of 2D images: development, attention, and bistability.

作者信息

Grossberg Stephen, Swaminathan Gurumurthy

机构信息

Department of Cognitive and Neural Systems and Center for Adaptive Systems, Boston University, 677 Beacon Street, Boston, MA 02215, USA.

出版信息

Vision Res. 2004 May;44(11):1147-87. doi: 10.1016/j.visres.2003.12.009.

Abstract

A model of laminar visual cortical dynamics proposes how 3D boundary and surface representations arise from viewing slanted and curved 3D objects and 2D images. The 3D boundary representations emerge from non-classical receptive field interactions within intracortical and intercortical feedback circuits. Such non-classical interactions within cortical areas V1 and V2 contextually disambiguate classical receptive field responses to ambiguous visual cues using cells that are sensitive to colinear contours, angles, and disparity gradients. Remarkably, these cell types can all be explained as variants of a unified perceptual grouping circuit whose most familiar example is a 2D colinear bipole cell. Model simulations show how this circuit can develop cell selectivity to colinear contours and angles, how slanted surfaces can activate 3D boundary representations that are sensitive to angles and disparity gradients, how 3D filling-in occurs across slanted surfaces, how a 2D Necker cube image can be represented in 3D, and how bistable 3D Necker cube percepts occur. The model also explains data about slant aftereffects and 3D neon color spreading. It shows how chemical transmitters that habituate, or depress, in an activity-dependent way can help to control development and also to trigger bistable 3D percepts and slant aftereffects. Attention can influence which of these percepts is perceived by propagating selectively along object boundaries.

摘要

一种层状视觉皮层动力学模型提出了三维边界和表面表征是如何从观察倾斜和弯曲的三维物体及二维图像中产生的。三维边界表征源自皮层内和皮层间反馈回路中的非经典感受野相互作用。皮层区域V1和V2内的这种非经典相互作用,利用对共线轮廓、角度和视差梯度敏感的细胞,在上下文环境中消除经典感受野对模糊视觉线索的反应的歧义。值得注意的是,这些细胞类型都可以解释为一个统一的感知分组回路的变体,其最常见的例子是二维共线双极细胞。模型模拟展示了该回路如何发展出对共线轮廓和角度的细胞选择性,倾斜表面如何激活对视差梯度敏感的三维边界表征,三维表面上的填充是如何发生的,二维内克尔立方体图像如何以三维形式呈现,以及双稳态三维内克尔立方体感知是如何产生的。该模型还解释了有关倾斜后效和三维霓虹色扩散的数据。它展示了以活动依赖方式产生习惯化或抑制作用的化学递质如何有助于控制发育,以及如何触发双稳态三维感知和倾斜后效。注意力可以通过沿物体边界选择性传播来影响所感知到的这些感知中的哪一个。

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