School of Information Science and Engineering, Yanshan University, Qinhuangdao, People's Republic of China. Hebei Key Laboratory of Information Transmission and Signal Processing, Yanshan University, Qinhuangdao, People's Republic of China.
J Neural Eng. 2020 Jun 25;17(3):036028. doi: 10.1088/1741-2552/ab9843.
Orientation selectivity is one of the significant characteristics of neurons in the primary visual cortex (V1). Some neurons in extrastriate visual cortical areas also exhibit certain orientation selectivity. But it is still not well understood that how the orientation selectivity generates. Most previous studies about the orientation selectivity are based on the spike firing rate. However, the spikes are prone to be biased by the detection and sorting algorithms. Then, in this paper, the local field potential (LFP) is adopted to investigate the mechanism of orientation selectivity.
We used the quadratic phase coupling (QPC), which was calculated by wavelet bicoherence, to describe the characteristics of orientation selectivity available in V1 and V4. The raw wideband neural signals were recorded by two chronically implanted multi-electrode arrays, which were placed in V1 and V4 respectively in two macaques performing a selective visual attention task.
There is a strong correlation between the total bicoherence (TotalBic), which is a quantization for the overall QPC of frequency pairs in gamma band, and the grating orientation. Furthermore, the QPC distribution at the non-preferred orientation is mainly concentrated in the low frequencies (30-40 Hz) of gamma; while the QPC distribution at the preferred orientation concentrates in both the low frequencies and high frequencies (60-80 Hz) of gamma. In addition, the TotalBic of the gamma-band LFP between V1 and V4 varies with the grating orientations, indicating that the QPC is available in the feedforward link and the gamma-band LFP in V1 modulates the QPC in V4.
The QPC reflects the orientations of the sinusoidal grating and describes the interaction of gamma-band LFP between different brain regions. Our results suggest that the QPC is an alternative avenue to explore the mechanism for generating orientation selectivity of visual neurons effectively.
方向选择性是初级视皮层(V1)神经元的重要特征之一。在外侧视觉皮层区域的一些神经元也表现出一定的方向选择性。但是,方向选择性如何产生的机制仍未完全理解。大多数以前关于方向选择性的研究都是基于尖峰发放率。然而,尖峰很容易受到检测和排序算法的影响。因此,在本文中,我们采用局部场电位(LFP)来研究方向选择性的产生机制。
我们使用二次相位耦合(QPC),通过小波双相干性来描述 V1 和 V4 中可用的方向选择性特征。通过两个慢性植入的多电极阵列记录原始宽带神经信号,这两个多电极阵列分别放置在两只执行选择性视觉注意任务的猕猴的 V1 和 V4 中。
总双相干性(TotalBic)与光栅方向之间存在很强的相关性,总双相干性是伽马频带中频率对 QPC 的量化。此外,非优势方向的 QPC 分布主要集中在伽马的低频(30-40 Hz);而优势方向的 QPC 分布集中在伽马的低频和高频(60-80 Hz)。此外,V1 和 V4 之间的伽马带 LFP 的 TotalBic 随光栅方向而变化,这表明 QPC 可在前馈链路中使用,并且 V1 中的伽马带 LFP 调制 V4 中的 QPC。
QPC 反映了正弦光栅的方向,并描述了不同脑区之间的伽马带 LFP 的相互作用。我们的结果表明,QPC 是一种有效的替代途径,可以探索视觉神经元产生方向选择性的机制。