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Executive Attention and Action Selection in a Neurally Controlled Simulated Robot

机译:在神经控制的模拟机器人中执行注意力和行动选择

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In this paper, we describe an integrated model for neural control of both routine and nonroutine action selection. Functionally, the model is based upon an architecture originally proposed by Norman & Shallice (Norman and Shallice, 1986; Shallice 1988). This model includes a Contention Scheduler (CS) and a Supervisory Attentional System (SAS). The CS mechanism is based upon the CS architecture described by Presott, Redgrave and Gurney (1999). Little is known of the neural architecture of the prefrontal cortex (PFC) that might realise the SAS. Accordingly, we have developed a partial implementation in which the architecture is guided by an analysis of the functionality required by Shallice's SAS. The resulting model is used to control the behaviour of a simulated robot. This paper extends earlier work on normal executive control (Garforth, McHale, Meehan, 2003), describing lesion studies to explore the correspondence between the behaviour of the robot and behaviours seen in humans suffering lesions of the PFC. In doing so, we are able to assess the legitimacy of the SAS model as hypothesised and as implemented.
机译:在本文中,我们描述了常规和非常规的动作选择的神经控制的集成模型。在功能上,该模型是基于最初由Norman&Shallice提出的架构(诺曼和Shallice,1986; Shallice 1988)。该模型包括一个争用调度器(CS)和一个监督的注意系统(SAS)。所述CS机构基于由Presott,雷夫和格尼(1999)中所述的CS架构。鲜为人知的是,前额叶皮层(PFC)可能实现SAS的神经结构的。因此,我们开发了部分实现,其中的建筑,它通过Shallice的SAS所需要的功能进行分析指导。将得到的模型被用来控制一个模拟机器人的行为。本文扩展正常执行控制(加福斯,麦克海尔,米汉,2003年)的早期作品,描述病变的研究,探索机器人和行为在人类遭受PFC的病变可见行为之间的对应关系。在此过程中,我们能够评估SAS模式的合法性假设的和实施。

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