Kelly Sean T, Kremkow Jens, Jin Jianzhong, Wang Yushi, Wang Qi, Alonso Jose-Manuel, Stanley Garrett B
Coulter Dept. of Biomedical Engineering, Georgia Institute of Technology, Emory University, Atlanta, Georgia, United States of America.
Department of Biological Sciences, State University of New York, College of Optometry, New York, New York, United States of America.
PLoS Comput Biol. 2014 Jan;10(1):e1003418. doi: 10.1371/journal.pcbi.1003418. Epub 2014 Jan 9.
In a wide range of studies, the emergence of orientation selectivity in primary visual cortex has been attributed to a complex interaction between feed-forward thalamic input and inhibitory mechanisms at the level of cortex. Although it is well known that layer 4 cortical neurons are highly sensitive to the timing of thalamic inputs, the role of the stimulus-driven timing of thalamic inputs in cortical orientation selectivity is not well understood. Here we show that the synchronization of thalamic firing contributes directly to the orientation tuned responses of primary visual cortex in a way that optimizes the stimulus information per cortical spike. From the recorded responses of geniculate X-cells in the anesthetized cat, we synthesized thalamic sub-populations that would likely serve as the synaptic input to a common layer 4 cortical neuron based on anatomical constraints. We used this synchronized input as the driving input to an integrate-and-fire model of cortical responses and demonstrated that the tuning properties match closely to those measured in primary visual cortex. By modulating the overall level of synchronization at the preferred orientation, we show that efficiency of information transmission in the cortex is maximized for levels of synchronization which match those reported in thalamic recordings in response to naturalistic stimuli, a property which is relatively invariant to the orientation tuning width. These findings indicate evidence for a more prominent role of the feed-forward thalamic input in cortical feature selectivity based on thalamic synchronization.
在广泛的研究中,初级视觉皮层中方向选择性的出现被归因于丘脑前馈输入与皮层水平抑制机制之间的复杂相互作用。尽管众所周知,第4层皮层神经元对丘脑输入的时间高度敏感,但丘脑输入的刺激驱动时间在皮层方向选择性中的作用尚未得到充分理解。在这里,我们表明丘脑放电的同步性以优化每个皮层尖峰的刺激信息的方式直接促成了初级视觉皮层的方向调谐反应。从麻醉猫的外侧膝状体X细胞的记录反应中,我们根据解剖学限制合成了可能作为共同第4层皮层神经元突触输入的丘脑亚群。我们将这种同步输入用作皮层反应积分发放模型的驱动输入,并证明调谐特性与在初级视觉皮层中测量的特性紧密匹配。通过调节在最佳方向上的同步总体水平,我们表明,对于与丘脑记录中响应自然刺激所报告的同步水平相匹配的同步水平,皮层中的信息传输效率最大化,这一特性对于方向调谐宽度相对不变。这些发现表明,基于丘脑同步性,丘脑前馈输入在皮层特征选择性中发挥了更突出的作用。