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Get out of the corner: Inhibition and the effect of location type and number on perceptron and human reorientation

机译:摆脱困境:抑制以及位置类型和数量对感知器和人类重新定向的影响

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摘要

Spatial learning and navigation have frequently been investigated using a reorientation task paradigm (Cheng, Cognition, 23(2), 149-78, 1986). However, implementing this task typically involves making tacit assumptions about the nature of spatial information. This has important theoretical consequences: Theories of reorientation typically focus on angles at corners as geometric cues and ignore information present at noncorner locations. We present a neural network model of reorientation that challenges these assumptions and use this model to generate predictions in a novel variant of the reorientation task. We test these predictions against human behavior in a virtual environment. Networks and humans alike exhibit reorien tation behavior even when goal locations are not present at corners. Our simulated and our experimental results suggest that angles are processed in a manner more similar to features, acting as a focal point for reorientation, and that the mechanisms governing reorientation behavior may be inhibitory rather than excitatory.
机译:空间学习和导航经常使用重新定向任务范式进行研究(Cheng,Cognition,23(2),149-78,1986)。但是,执行此任务通常涉及对空间信息的性质进行默认假设。这具有重要的理论意义:重新定向理论通常将角点的角度作为几何线索,而忽略非角位置的信息。我们提出了一种重新定向的神经网络模型,该模型挑战了这些假设,并使用该模型在重新定向任务的新型变体中生成预测。我们在虚拟环境中针对人类行为测试了这些预测。即使目标位置不在拐角处,网络和人都表现出重定向行为。我们的模拟和实验结果表明,以与特征更相似的方式处理角度,将其用作重新定向的焦点,并且控制重新定向行为的机制可能是抑制性的,而不是兴奋性的。

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