Pouget A, Sejnowski T J
Institute for Cognitive and Computational Sciences, Georgetown University, Washington, DC 20007-2197, USA.
Philos Trans R Soc Lond B Biol Sci. 1997 Oct 29;352(1360):1449-59. doi: 10.1098/rstb.1997.0131.
Lesion studies of the parietal cortex have led to a wide range of conclusions regarding the coordinate reference frame in which hemineglect is expressed. A model of spatial representation in the parietal cortex has recently been developed in which the position of an object is not encoded in a particular frame of reference, but instead involves neurones computing basis functions of sensory inputs. In this type of representation, a nonlinear sensorimotor transformation of an object is represented in a population of units having the response properties of neurones that are observed in the parietal cortex. A simulated lesion in a basis-function representation was found to replicate three of the most important aspects of hemineglect: (i) the model behaved like parietal patients in line-cancellation and line-bisection experiments; (ii) the deficit affected multiple frames of reference; and (iii) the deficit could be object-centred. These results support the basis-function hypothesis for spatial representations and provide a testable computational theory of hemineglect at the level of single cells.
关于顶叶皮层的损伤研究,已经得出了一系列有关偏侧空间忽视所表现出的坐标参照系的结论。最近,一种顶叶皮层空间表征模型得以开发,在该模型中,物体的位置并非在特定参照系中进行编码,而是涉及神经元对感觉输入的基函数进行计算。在这种表征类型中,物体的非线性感觉运动变换在一群具有在顶叶皮层中观察到的神经元反应特性的单元中得到表征。研究发现,在基函数表征中的模拟损伤能够重现偏侧空间忽视的三个最重要方面:(i)该模型在划线取消和线平分实验中的表现类似于顶叶患者;(ii)缺陷影响多个参照系;(iii)缺陷可能以物体为中心。这些结果支持了空间表征的基函数假说,并在单细胞水平上提供了一个可检验的偏侧空间忽视计算理论。