Department of Brain and Cognitive Engineering, Korea University, 145 Anam-ro, Seongbuk-gu, Seoul 02841, South Korea.
Chaos. 2020 May;30(5):053102. doi: 10.1063/1.5134765.
Sensory information is believed to be encoded in neuronal spikes using two different neural codes, the rate code (spike firing rate) and the temporal code (precisely-timed spikes). Since the sensory cortex has a highly hierarchical feedforward structure, sensory information-carrying neural codes should reliably propagate across the feedforward network (FFN) of the cortex. Experimental evidence suggests that inhibitory interneurons, such as the parvalbumin-positive (PV) and somatostatin-positive (SST) interneurons, that have distinctively different electrophysiological and synaptic properties, modulate the neural codes during sensory information processing in the cortex. However, how PV and SST interneurons impact on the neural code propagation in the cortical FFN is unknown. We address this question by building a five-layer FFN model consisting of a physiologically realistic Hodgkin-Huxley-type models of excitatory neurons and PV/SST interneurons at different ratios. In response to different firing rate inputs (20-80 Hz), a higher ratio of PV over SST interneurons promoted a reliable propagation of all ranges of firing rate inputs. In contrast, in response to a range of precisely-timed spikes in the form of pulse-packets [with a different number of spikes (α, 40-400 spikes) and degree of dispersion (σ, 0-20 ms)], a higher ratio of SST over PV interneurons promoted a reliable propagation of pulse-packets. Our simulation results show that PV and SST interneurons differentially promote a reliable propagation of the rate and temporal codes, respectively, indicating that the dynamic recruitment of PV and SST interneurons may play critical roles in a reliable propagation of sensory information-carrying neural codes in the cortical FFN.
感觉信息被认为是通过两种不同的神经编码方式(即速率编码(神经元发放率)和时间编码(精确时间的神经元发放))在神经元发放中进行编码。由于感觉皮层具有高度分层的前馈结构,因此携带感觉信息的神经编码应该能够在皮层的前馈网络(FFN)中可靠地传播。实验证据表明,具有明显不同电生理和突触特性的抑制性中间神经元,如钙结合蛋白阳性(PV)和生长抑素阳性(SST)中间神经元,在皮层感觉信息处理过程中调节神经编码。然而,PV 和 SST 中间神经元如何影响皮层 FFN 中的神经编码传播尚不清楚。我们通过构建一个由具有不同比例的兴奋性神经元和 PV/SST 中间神经元的五层 FFN 模型来解决这个问题,该模型基于生理现实的 Hodgkin-Huxley 型神经元模型。在对不同发放率输入(20-80 Hz)的反应中,较高比例的 PV 中间神经元相对于 SST 中间神经元促进了所有发放率输入范围的可靠传播。相比之下,在对脉冲包形式的不同数量的精确时间的神经元发放(α,40-400 个神经元发放)和分散程度(σ,0-20 ms)的反应中,较高比例的 SST 中间神经元相对于 PV 中间神经元促进了脉冲包的可靠传播。我们的模拟结果表明,PV 和 SST 中间神经元分别促进了速率编码和时间编码的可靠传播,这表明 PV 和 SST 中间神经元的动态募集可能在皮层 FFN 中携带感觉信息的神经编码的可靠传播中发挥关键作用。