Committee on Computational Neuroscience, University of Chicago, Chicago, IL 60615, USA.
Neuron. 2011 Jul 28;71(2):348-61. doi: 10.1016/j.neuron.2011.05.044.
Neural encoding of sensory signals involves both linear and nonlinear processes. Determining which nonlinear operations are implemented by neural systems is crucial to understanding sensory processing. Here, we ask if demodulation, the process used to decode AM radio signals, describes how Y cells in the cat LGN nonlinearly encode the visual scene. In response to visual AM signals across a wide range of carrier frequencies, Y cells were found to transmit a demodulated signal, with the firing rate of single-units fluctuating at the envelope frequency but not the carrier frequency. A comparison of temporal frequency tuning properties between LGN Y cells and neurons in two primary cortical areas suggests that Y cells initiate a distinct pathway that carries a demodulated representation of the visual scene to cortex. The nonlinear signal processing carried out by the Y cell pathway simplifies the neural representation of complex visual features and allows high spatiotemporal frequencies to drive cortical responses.
神经对感觉信号的编码既涉及线性过程也涉及非线性过程。确定神经系统执行的哪些非线性操作对于理解感觉处理至关重要。在这里,我们询问调幅(AM)解调过程是否描述了猫外侧膝状体(LGN)中的 Y 细胞如何对视觉场景进行非线性编码。结果发现,对于在很宽载波频率范围内的视觉 AM 信号,Y 细胞传输解调信号,其单个单元的发射率在包络频率处波动,而不在载波频率处波动。LGN Y 细胞与两个主要皮质区域中的神经元之间的时间频率调谐特性的比较表明,Y 细胞启动了一条独特的通路,将视觉场景的解调表示传递到皮质。Y 细胞通路进行的非线性信号处理简化了复杂视觉特征的神经表示,并允许高时空频率驱动皮质反应。