Deco Gustavo, Zihl Josef
Institució Catalana de Recerca i Estudis Avançats (ICREA), Universitat Pompeu Fabra, Department of Technology Computational Neuroscience, Passeig de Circumval lació 8, 08003 Barcelona, Spain.
Med Eng Phys. 2004 Nov;26(9):733-43. doi: 10.1016/j.medengphy.2004.06.011.
On the computational basis of a neurodynamical cortical model, we investigate a specific top-down visual cognitive impairment in brain-damaged patients known as visual spatial neglect. The computational cortical model accounts the neurodynamics underlying selective visual attention, is based on the "biased competition hypothesis" and structured in several network modules which can be related with the different areas of the dorsal and ventral path of the visual cortex. Spatial and object attention are accomplished by a multiplicative gain control that emerges dynamically through intercortical mutual biased coupling. By damaging the model in different ways, a variety of dysfunctions associated with visual neglect can be simulated and explained as disruption of specific subsystems. Essentially, the damage destabilizes the underlying intra- and intermodular mutually biased neurodynamical competition that macroscopically yields the functional deficits observed in visual neglect patients. In particular, we are able to explain the asymmetrical effect of spatial cueing on neglect, and the phenomenon of extinction in the framework of visual search.
基于神经动力学皮层模型的计算方法,我们研究了脑损伤患者中一种特定的自上而下的视觉认知障碍,即视觉空间忽视。该计算皮层模型解释了选择性视觉注意背后的神经动力学,基于“偏向竞争假说”构建,由几个网络模块组成,这些模块可与视觉皮层背侧和腹侧通路的不同区域相关联。空间和物体注意通过乘法增益控制来实现,这种控制通过皮层间的相互偏向耦合动态出现。通过以不同方式损伤模型,可以模拟和解释与视觉忽视相关的各种功能障碍,将其视为特定子系统的破坏。本质上,损伤破坏了潜在的模块内和模块间相互偏向的神经动力学竞争,这种竞争在宏观上导致了视觉忽视患者中观察到的功能缺陷。特别是,我们能够在视觉搜索框架内解释空间线索对忽视的不对称影响以及消退现象。