Akella Shailaja, Bastos André M, Miller Earl K, Principe Jose C
Allen Institute, Seattle, WA, United States.
Department of Electrical and Computer Engineering, University of Florida Gainesville, FL, United States.
bioRxiv. 2023 Jul 31:2023.01.17.524451. doi: 10.1101/2023.01.17.524451.
Distinct dynamics in different cortical layers are apparent in neuronal and local field potential (LFP) patterns, yet their associations in the context of laminar processing have been sparingly analyzed. Here, we study the laminar organization of spike-field causal flow within and across visual (V4) and frontal areas (PFC) of monkeys performing a visual task. Using an event-based quantification of LFPs and a directed information estimator, we found area and frequency specificity in the laminar organization of spike-field causal connectivity. Gamma bursts (40-80 Hz) in the superficial layers of V4 largely drove intralaminar spiking. These gamma influences also fed forward up the cortical hierarchy to modulate laminar spiking in PFC. In PFC, the direction of intralaminar information flow was from spikes → fields where these influences dually controlled top-down and bottom-up processing. Our results, enabled by innovative methodologies, emphasize the complexities of spike-field causal interactions amongst multiple brain areas and behavior.
不同皮质层中不同的动态变化在神经元和局部场电位(LFP)模式中很明显,但它们在层状处理背景下的关联却很少被分析。在这里,我们研究了执行视觉任务的猴子的视觉(V4)和额叶区域(PFC)内以及跨这些区域的尖峰-场因果流的层状组织。使用基于事件的LFP量化和定向信息估计器,我们在尖峰-场因果连接的层状组织中发现了区域和频率特异性。V4浅层的伽马暴(40-80赫兹)在很大程度上驱动了层内的尖峰活动。这些伽马影响还向上传递到皮质层级,以调节PFC中的层状尖峰活动。在PFC中,层内信息流的方向是从尖峰→场,这些影响在其中双重控制自上而下和自下而上的处理。我们的结果通过创新方法得以实现,强调了多个脑区和行为之间尖峰-场因果相互作用的复杂性。