Jacobs G A, Theunissen F E
Center for Computational Biology, Montana State University, Bozeman, Montana 59717, USA.
J Neurosci. 2000 Apr 15;20(8):2934-43. doi: 10.1523/JNEUROSCI.20-08-02934.2000.
We examine the anatomical basis for the representation of stimulus parameters within a neural map and examine the extraction of these parameters by sensory interneurons (INs) in the cricket cercal sensory system. The extraction of air current direction by these sensory interneurons can be understood largely in terms of the anatomy of the system. There are two critical anatomical constraints. (1) The arborizations of afferents with similar directional tuning properties are located near each other within the neural map. Therefore, a continuous variation in stimulus direction causes a continuous variation in the spatial pattern of activation. (2) The restriction of the synaptic connections of an interneuron to a unique set of afferents results from the unique anatomy of that interneuron: its dendritic arbors are located within restricted regions of the afferent map containing afferents with a limited subset of directional sensitivities. The functional organization of the set of four interneurons studied here is equivalent to a Cartesian coordinate system for computing the stimulus direction vector. For any air current stimulus direction, the firing rates of the active interneurons could be decoded as Cartesian coordinates by neurons at successive processing stages. The implications of this Cartesian coordinate system are discussed with respect to optimal coding strategies and developmental constraints on the cellular implementation of this coding scheme.
我们研究了神经图谱中刺激参数表征的解剖学基础,并研究了蟋蟀尾须感觉系统中感觉中间神经元(INs)对这些参数的提取。这些感觉中间神经元对气流方向的提取在很大程度上可以从该系统的解剖学角度来理解。存在两个关键的解剖学限制因素。(1)具有相似方向调谐特性的传入神经元的分支在神经图谱中彼此靠近。因此,刺激方向的连续变化会导致激活空间模式的连续变化。(2)中间神经元的突触连接限制在一组独特的传入神经元上,这是由该中间神经元独特的解剖结构导致的:其树突分支位于传入图谱的受限区域内,该区域包含具有有限方向敏感性子集的传入神经元。此处研究的四个中间神经元集合的功能组织等同于用于计算刺激方向向量的笛卡尔坐标系。对于任何气流刺激方向,活跃中间神经元的放电率可以被连续处理阶段的神经元解码为笛卡尔坐标。我们讨论了这个笛卡尔坐标系在最优编码策略以及该编码方案细胞实现的发育限制方面的意义。