首页> 外文会议>Eighth Neural Computation and Psychology Workshop >UNDERSTANDING OBJECT FEATURE BINDING THROUGH EXPERIMENTATION AS A PRECURSOR TO MODELLING
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UNDERSTANDING OBJECT FEATURE BINDING THROUGH EXPERIMENTATION AS A PRECURSOR TO MODELLING

机译:通过实验理解对象特征将其作为建模的前兆

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In order to explore underlying brain mechanisms and to further understand how and where object feature binding occurs, psychophysical data are analysed and will be modelled using an attractor network. This paper describes psychophysical work and an outline of the proposed model. A rapid serial visual processing paradigm with a post-cue response task was used in three experimental conditions: spatial, temporal and spatio-temporal. Using a 'staircase' procedure, stimulus onset asyn-chrony for each observer for each condition was set in practice trails to achieve 50% error rates. Results indicate that spatial location information helps bind objects features and temporal location information hinders it. Our expectation is that the proposed neural model will demonstrate a binding mechanism by exhibiting regions of enhanced activity in the location of the target when presented with a partial post-cue. In future work, the model could be lesioned so that neuropsycho-logical phenomena might be exhibited. In such a way, the mechanisms underlying object feature binding might be clarified.
机译:为了探索潜在的大脑机制并进一步了解如何以及在发生对象特征绑定的情况下,分析了心理物理数据,并将使用吸引子网络进行建模。本文介绍了心理物理工作和拟议模型的轮廓。带有后提示响应任务的快速串行视觉处理范例在三个实验条件下使用:空间,时间和时空。使用“楼梯”程序,每个条件的每个观察者的刺激发作Asyn-Chrony是在实践路径中设定的,以实现50%的错误率。结果表明,空间位置信息有助于绑定对象特征和时间位置信息阻碍它。我们的期望是,当呈现局部后的部分时,所提出的神经模型将通过在目标的位置表现出增强的活动区域来证明绑定机制。在未来的工作中,该模型可能会损害,以便可以展出神经内灵魂逻辑现象。以这种方式,可以阐明基础特征绑定的机制。

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