首页> 外文OA文献 >A dynamical model of feature-based attention with strong lateral inhibition to resolve competition among candidate feature locations
【2h】

A dynamical model of feature-based attention with strong lateral inhibition to resolve competition among candidate feature locations

机译:基于特征的注意力的动态模型,具有强横向抑制以解决候选特征位置之间的竞争

摘要

When subjects are instructed to attend to an object defined by a feature in the visual field, e.g. a shape element, a colour, or a direction of motion, one finds correlates of this feature in neural activity across all retinotopic locations in low level areas in visual cortex, even in locations far removed from the neurons representing the object of interest. Next to the well established phenomenon of spatial attention, there is another form of attention which is featurebased, but not location specific. While feature-based attention has been demonstrated convincingly, its role is not well established. In earlier work we have suggested that is role is to help to prepare eye movements (or other motor actions) to the object of interest. In order to be able to do so, the location of the defining feature must first be established. In a single-object scene this is trivial, but in a multiobject scene the feature must be located among distractors. While we showed there that the retinotopic position of the object can be retrieved by an interaction between top-down attention-driven activation and stimulus-driven activation in lower visual areas, we did not model the dynamics of the selection process explicitly. Here we show that if one does this, one must resolve a competition process between the location of interest and those of the distractors. The process is decided by feature-based attention, but in order to implement this competition lateral inhibitory connections are required, in line with the'biased-competition model'. We will show that this process enables an unambiguous determination of the location of the target object and that the effect of the lateral inhibition is the effective shrinkage of receptive fields around an attended object which has been reported in several experiments.
机译:当指示对象照看由视野中的特征所定义的对象时,例如一种形状元素,一种颜色或一种运动方向,人们发现该功能在视觉皮层低层区域中所有视网膜位置的神经活动中具有相关性,甚至在远离代表感兴趣对象的神经元的位置也是如此。除了已建立的空间注意力现象之外,还有另一种形式的注意力,它是基于特征的,而不是特定于位置的。尽管基于特征的注意已令人信服地证明,但其作用尚不十分清楚。在较早的工作中,我们建议角色是帮助准备对感兴趣对象的眼动(或其他运动动作)。为了做到这一点,必须首先确定定义特征的位置。在单对象场景中这是微不足道的,但是在多对象场景中,特征必须位于干扰项之间。虽然我们在那里显示对象的视网膜位置可以通过低视力区域中自上而下的注意力驱动的激活和刺激驱动的激活之间的交互来检索,但我们没有明确地模拟选择过程的动力学。在这里,我们表明,如果这样做,则必须解决感兴趣的位置和干扰因素之间的竞争过程。该过程由基于特征的关注来决定,但是为了实现这种竞争,需要与“有向竞争模型”相一致的横向抑制连接。我们将证明,该过程能够明确确定目标物体的位置,并且横向抑制的作用是周围物体周围感受野的有效收缩,这已在多个实验中进行了报道。

著录项

  • 作者

    Harrison DG; De Kamps M;

  • 作者单位
  • 年度 2011
  • 总页数
  • 原文格式 PDF
  • 正文语种 en
  • 中图分类

相似文献

  • 外文文献
  • 中文文献
  • 专利

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号