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Column Structure Of Inferotemporal Cortex: Visual Alphabet' Or 'Differential Amplifiers'?

机译:下颞皮质的列结构:“视觉字母”还是“差分放大器”?

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Cells In The Inferotemporal Cortex (area Te) Selectively Respond To Complex Visual Object-features, And Those Which Respond To Similar Features Cluster In A Columnar Region Elongated Vertical To The Cortical Surface. What Are The Functional Roles Of The Column Structure In The Inferotemporal Cortex? Selectivity Of Cells Within A Column Is Not Identical, Though Similar. If We Emphasize The Similarity Among Cells Within A Column, We Can Regard The Columns As Units For Description Of Object Features. Because The Features Represented By Columns Are Still Partial Features Of Images Of Objects, The Representation Of Images Of Objects Require Combination Of Multiple Columns. Thus, We Can Compare The Set Of Columns In The Inferotemporal Cortex To "visual Alphabet". Alternatively, If We Emphasize The Differences In Selectivity Of Cells Within A Column, The Columns Can Be Compared To "differential Amplifiers" Each Of Which Represents Variety Within A Group Of Features. The Enormous Number Of Objects Present In Nature Can Be Described By Combining Outputs Of The Multiple Differential Amplifiers In The Inferotemporal Cortex. Whether Or Not These Hypotheses Are Valid Can Be Tested By Investigating New Column Structures Created By Artificial Training.
机译:颞下皮质(区域Te)中的细胞选择性地响应复杂的视觉对象特征,而那些响应相似特征的细胞则聚集在垂直于皮质表面的圆柱状区域中。颞下皮层中圆柱结构的功能作用是什么?尽管相似,但列中单元格的选择性并不相同。如果我们强调一列中单元格之间的相似性,则可以将这些列视为描述对象特征的单位。因为用列表示的特征仍然是对象图像的部分特征,所以对象图像的表示需要多个列的组合。因此,我们可以将颞下皮层中的列集与“可视字母”进行比较。或者,如果我们强调一列中单元格的选择性差异,则可以将这些列与“差分放大器”进行比较,每个“差分放大器”都代表一组要素中的各种特征。自然界中存在的大量物体可以通过组合颞下皮层中的多个差分放大器的输出来描述。这些假设是否有效可以通过研究由人工训练创建的新列结构来检验。

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