1] Department of Neuroscience, Columbia University, New York, New York, USA. [2] Kavli Institute for Brain Science, Columbia University, New York, New York, USA.
1] Kavli Institute for Brain Science, Columbia University, New York, New York, USA. [2] Center for Theoretical Neuroscience, Columbia University, New York, New York, USA. [3] Department of Statistics, Columbia University, New York, New York, USA [4] The Grossman Center for the Statistics of Mind, Columbia University, New York, New York, USA.
Nat Neurosci. 2014 Jun;17(6):866-75. doi: 10.1038/nn.3720. Epub 2014 May 18.
Of all of the sensory areas, barrel cortex is among the best understood in terms of circuitry, yet least understood in terms of sensory function. We combined intracellular recording in rats with a multi-directional, multi-whisker stimulator system to estimate receptive fields by reverse correlation of stimuli to synaptic inputs. Spatiotemporal receptive fields were identified orders of magnitude faster than by conventional spike-based approaches, even for neurons with little spiking activity. Given a suitable stimulus representation, a linear model captured the stimulus-response relationship for all neurons with high accuracy. In contrast with conventional single-whisker stimuli, complex stimuli revealed markedly sharpened receptive fields, largely as a result of adaptation. This phenomenon allowed the surround to facilitate rather than to suppress responses to the principal whisker. Optimized stimuli enhanced firing in layers 4-6, but not in layers 2/3, which remained sparsely active. Surround facilitation through adaptation may be required for discriminating complex shapes and textures during natural sensing.
在所有感觉区域中,桶状皮层在回路方面的理解程度最高,而在感觉功能方面的理解程度最低。我们将大鼠的细胞内记录与多方向、多胡须刺激系统相结合,通过对突触输入的刺激进行反向相关来估计感受野。与传统的基于尖峰的方法相比,时空感受野的识别速度快了几个数量级,即使对于活动较少的神经元也是如此。对于合适的刺激表示,线性模型可以以很高的精度捕捉所有神经元的刺激-反应关系。与传统的单胡须刺激不同,复杂的刺激显示出明显的感受野变锐,这主要是适应的结果。这种现象使得周围区域能够促进而不是抑制对主要胡须的反应。优化的刺激增强了 4-6 层的放电,但不会增强 2/3 层的放电,2/3 层仍然很少活动。通过适应进行的周围促进可能是在自然感知过程中区分复杂形状和纹理所必需的。