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Modulation of orientation-selective neurons by motion: when additive when multiplicative?

机译:通过运动对方向选择神经元的调节:加性时乘性时?

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摘要

The recurrent interaction among orientation-selective neurons in the primary visual cortex (V1) is suited to enhance contours in a noisy visual scene. Motion is known to have a strong pop-up effect in perceiving contours, but how motion-sensitive neurons in V1 support contour detection remains vastly elusive. Here we suggest how the various types of motion-sensitive neurons observed in V1 should be wired together in a micro-circuitry to optimally extract contours in the visual scene. Motion-sensitive neurons can be selective about the direction of motion occurring at some spot or respond equally to all directions (pandirectional). We show that, in the light of figure-ground segregation, direction-selective motion neurons should additively modulate the corresponding orientation-selective neurons with preferred orientation orthogonal to the motion direction. In turn, to maximally enhance contours, pandirectional motion neurons should multiplicatively modulate all orientation-selective neurons with co-localized receptive fields. This multiplicative modulation amplifies the local V1-circuitry among co-aligned orientation-selective neurons for detecting elongated contours. We suggest that the additive modulation by direction-specific motion neurons is achieved through synaptic projections to the somatic region, and the multiplicative modulation by pandirectional motion neurons through projections to the apical region of orientation-specific pyramidal neurons. For the purpose of contour detection, the V1-intrinsic integration of motion information is advantageous over a downstream integration as it exploits the recurrent V1-circuitry designed for that task.
机译:主视觉皮层(V1)中的方向选择神经元之间的反复交互适合增强嘈杂的视觉场景中的轮廓。众所周知,运动在感知轮廓时会产生强烈的弹出效果,但是V1中的运动敏感神经元如何支持轮廓检测仍然十分困难。在这里,我们建议在V1中观察到的各种类型的运动敏感神经元应如何在微电路中连接在一起,以最佳地提取视觉场景中的轮廓。对运动敏感的神经元可以选择在某个位置发生的运动方向,也可以对所有方向均等地做出反应(横向)。我们表明,根据图-地面隔离,方向选择性运动神经元应该以优选的方向正交于运动方向来加法调制相应的方向选择性神经元。反过来,为了最大程度地增强轮廓,横向运动神经元应该乘以所有具有共定位感受野的方向选择性神经元。这种乘法调制放大了共对准的方向选择神经元之间的局部V1电路,以检测细长的轮廓。我们建议方向特定的运动神经元的加性调制是通过突触投射到体细胞区域来实现的,泛方向运动神经元的乘法调制是通过对方向特定的锥体神经元的顶端区域进行投射来实现的。出于轮廓检测的目的,运动信息的V1固有积分优于下游积分,因为它利用了为该任务设计的循环V1电路。

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