Bush P, Priebe N
Department of Physiology, University of California, San Francisco, San Francisco, CA 94143-0444, USA.
Neural Comput. 1998 May 15;10(4):855-67. doi: 10.1162/089976698300017520.
Recently proposed models of orientation tuning in layer 4 of cat primary visual cortex (Somers, Nelson, & Sur, 1995; Douglas, Koch, Mahowald, Martin, & Suarez, 1995) rely on widespread inhibitory intracortical connections to suppress the nonoptimal component of a broadly tuned thalamic input, while local excitatory intracortical connections amplify the optimal component. However, new experimental data (Ferster, Chung, & Wheat, 1996) and theoretical analyses (Ferster, 1987; Krukowski, Priebe, & Miller, 1996) show that the temporally modulated component of thalamic input is well tuned and that the cortical circuitry must simply subtract an unmodulated DC component at nonoptimal orientations to obtain sharp tuning. In addition, within a single hypercolumn in layer 4, inhibitory and excitatory layer 4 neurons have approximately equal-sized axonal fields, making the most of their synapses within their own dendritic field (Kisvarday, Martin, Whitteridge, & Somogyi, 1985; Martin & Whitteridge, 1984). We have constructed a model of a single microcolumn in which GABA inhibition subtracts the DC and controls the sustained response, while GABA inhibition controls the response to transient and suprathreshold inputs. The model fits experimental data based on stimulation with drifting sine-wave gratings as well as flashed bars, explains a counterintuitive property of the GABA conductance, and at suboptimal orientations and submaximal contrasts produces an exponential distribution of firing frequencies.
最近提出的猫初级视觉皮层第4层方向调谐模型(Somers、Nelson和Sur,1995年;Douglas、Koch、Mahowald、Martin和Suarez,1995年)依赖广泛的抑制性皮质内连接来抑制广泛调谐的丘脑输入的非最优成分,而局部兴奋性皮质内连接则放大最优成分。然而,新的实验数据(Ferster、Chung和Wheat,1996年)和理论分析(Ferster,1987年;Krukowski、Priebe和Miller,1996年)表明,丘脑输入的时间调制成分调谐良好,皮质回路只需在非最优方向减去未调制的直流成分即可获得尖锐调谐。此外,在第4层的单个超柱内,抑制性和兴奋性第4层神经元具有大致相等大小的轴突场,使其大部分突触位于自身树突场内(Kisvarday、Martin、Whitteridge和Somogyi,1985年;Martin和Whitteridge,1984年)。我们构建了一个单个微柱模型,其中GABA抑制减去直流成分并控制持续反应,而GABA抑制控制对瞬态和阈上输入的反应。该模型拟合了基于漂移正弦波光栅以及闪烁光条刺激的实验数据,解释了GABA电导的一个违反直觉的特性,并在非最优方向和次最大对比度下产生了放电频率的指数分布。