McGovern Institute for Brain Research and MIT Media Lab, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, USA.
J Neurosci. 2010 Sep 1;30(35):11586-604. doi: 10.1523/JNEUROSCI.0926-10.2010.
To learn we must identify and remember experiences uniquely but also generalize across experiences to extract common features. Hippocampal place cells can show similar firing patterns across locations, but the functional significance of this repetitive activity and the role of experience and learning in generating it are not understood. We therefore examined rat hippocampal place cell activity in the context of spatial tasks with multiple similar spatial trajectories. We found that, in environments with repeating elements, about half of the recorded place cells showed path-equivalent firing, where individual neurons are active in multiple similar locations. In contrast, place cells from animals performing a similar task in an environment with fewer similar elements were less likely to fire in a path-equivalent manner. Moreover, in the environment with multiple repeating elements, path equivalence developed with experience in the task, and increased path equivalence was associated with increased moment-by-moment correlations between pairs of path-equivalent neurons. As a result, correlated firing among path-equivalent neurons increased with experience. These findings suggest that coordinated hippocampal ensembles can encode generalizations across locations. Thus, path-equivalent ensembles are well suited to encode similarities among repeating elements, providing a framework for associating specific behaviors with multiple locations, while neurons without this repetitive structure maintain a distinct population code.
为了学习,我们必须识别和记住独特的体验,同时也要从经验中概括出共同的特征。海马体位置细胞可以在不同的位置表现出相似的放电模式,但这种重复活动的功能意义以及经验和学习在产生这种活动中的作用尚不清楚。因此,我们在具有多个相似空间轨迹的空间任务背景下,研究了大鼠海马体位置细胞的活动。我们发现,在具有重复元素的环境中,大约一半的记录位置细胞表现出路径等效的放电,即单个神经元在多个相似的位置活跃。相比之下,在具有较少相似元素的环境中执行类似任务的动物的位置细胞不太可能以路径等效的方式放电。此外,在具有多个重复元素的环境中,路径等效性随着任务经验而发展,并且增加的路径等效性与路径等效神经元之间的逐点相关性增加有关。因此,路径等效神经元之间的相关放电随着经验的增加而增加。这些发现表明,协调一致的海马体集合可以对位置之间的概括进行编码。因此,路径等效集合非常适合对重复元素之间的相似性进行编码,为将特定行为与多个位置相关联提供了一个框架,而没有这种重复结构的神经元则保持着独特的群体编码。