Yeh Chun-I, Xing Dajun, Williams Patrick E, Shapley Robert M
Center for Neural Science, New York University, New York, NY 10003, USA.
Proc Natl Acad Sci U S A. 2009 Aug 25;106(34):14652-7. doi: 10.1073/pnas.0907406106. Epub 2009 Aug 17.
The concept of receptive field is a linear, feed-forward view of visual signal processing. Frequently used models of V1 neurons, like the dynamic Linear filter--static nonlinearity--Poisson [corrected] spike encoder model, predict that receptive fields measured with different stimulus ensembles should be similar. Here, we tested this concept by comparing spatiotemporal maps of V1 neurons derived from two very different, but commonly used, stimulus ensembles: sparse noise and Hartley subspace stimuli. We found maps from the two methods agreed for neurons in input layer 4C but were very different for neurons in superficial layers of V1. Many layer 2/3 cells have receptive fields with multiple elongated subregions when mapped with Hartley stimuli, but their spatial maps collapse to only a single, less-elongated subregion when mapped with sparse noise. Moreover, for upper layer V1 neurons, the preferred orientation for Hartley maps is much closer to the preferred orientation measured with drifting gratings than is the orientation preference of sparse-noise maps. These results challenge the concept of a stimulus-invariant receptive field and imply that intracortical interactions shape fundamental properties of layer 2/3 neurons.
感受野的概念是视觉信号处理的一种线性、前馈式观点。常用的V1神经元模型,如动态线性滤波器 - 静态非线性 - 泊松[修正]尖峰编码器模型,预测用不同刺激集合测量的感受野应该相似。在这里,我们通过比较从两种非常不同但常用的刺激集合(稀疏噪声和哈特利子空间刺激)得出的V1神经元的时空图来测试这一概念。我们发现,对于第4C输入层的神经元,两种方法得到的图是一致的,但对于V1表层的神经元则非常不同。当用哈特利刺激映射时,许多第2/3层细胞的感受野有多个细长的子区域,但当用稀疏噪声映射时,它们的空间图会收缩到只有一个不太细长的子区域。此外,对于V1上层神经元,哈特利图的偏好方向比稀疏噪声图的方向偏好更接近用漂移光栅测量的偏好方向。这些结果挑战了刺激不变感受野的概念,并暗示皮质内相互作用塑造了第2/3层神经元的基本特性。