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Deconstrucing the receptive field: Information coding in macaque area MST

机译:解构接受域:猕猴区MST中的信息编码

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摘要

When cells respond well to complex stimuli, it is often difficult to determine which aspects of the stimulus are most relevant. We present a technique to describe the encoding of information on many stimulus features by a single cell. Based on the concept of conditional mutual information, we distinguish cells that are mono-, dual- or synergistic encoders, depending on their amount of specialisation for stimulus features. As an application of the technique, we show that cells in the macaque medial superior temporal area encode information on the direction of heading, but simulaneously on local features such as the direction of motion in small parts of their large spatial receptive field.
机译:当细胞对复杂刺激反应良好时,通常很难确定刺激的哪些方面最相关。我们提出一种技术来描述单个细胞在许多刺激特征上信息的编码。基于条件互信息的概念,我们区分单元编码器是单编码器,双编码器还是协同编码器,具体取决于它们对刺激特征的专业化程度。作为该技术的一项应用,我们显示了猕猴内侧上颞区域中的细胞在前进方向上编码信息,但同时在局部特征(例如在其大空间接收场的一小部分中的运动方向)上编码信息。

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